├── .nojekyll ├── .gitignore ├── docs ├── _static │ └── favicon.ico ├── reproducing.rst ├── data.rst ├── index.rst ├── noisy │ └── index.rst ├── standard │ └── index.rst ├── prob_end │ └── index.rst ├── Makefile ├── make.bat └── conf.py ├── run_all.py ├── .travis.yml ├── players.py ├── run_std.py ├── run_noisy.py ├── run_probend.py ├── test_utils.py ├── LICENSE ├── utils.py ├── README.md └── assets ├── probend_summary.csv ├── std_summary.csv └── noisy_summary.csv /.nojekyll: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | env 2 | .DS_Store 3 | axelrod.log 4 | docs/_build/ 5 | data/ 6 | __pycache__/ 7 | *pyc 8 | -------------------------------------------------------------------------------- /docs/_static/favicon.ico: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Axelrod-Python/tournament/HEAD/docs/_static/favicon.ico -------------------------------------------------------------------------------- /docs/reproducing.rst: -------------------------------------------------------------------------------- 1 | Reproducing these results 2 | ========================= 3 | 4 | To reproduce these results:: 5 | 6 | python run_noisy.py 7 | python run_std.py 8 | python run_probend.py 9 | -------------------------------------------------------------------------------- /run_all.py: -------------------------------------------------------------------------------- 1 | import run_noisy 2 | import run_std 3 | import run_probend 4 | 5 | print("Running noisy") 6 | run_noisy.main() 7 | 8 | print("Running standard") 9 | run_std.main() 10 | 11 | print("Running prob end") 12 | run_probend.main() 13 | -------------------------------------------------------------------------------- /docs/data.rst: -------------------------------------------------------------------------------- 1 | Interaction data for tournaments 2 | ================================ 3 | 4 | Interaction data for the 3 tournaments (noisy, standard and probabilistic 5 | ending) is available in these files: 6 | 7 | - strategies_noisy_interactions.csv 8 | - strategies_std_interactions.csv 9 | - strategies_probend_interactions.csv 10 | 11 | They can be found at the following archive (with DOI number): 12 | https://doi.org/10.5281/zenodo.808769 13 | -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- 1 | 2 | language: python 3 | python: 4 | - 3.5 5 | - 3.6 6 | 7 | before_install: 8 | - export DISPLAY=:99.0 9 | - sh -e /etc/init.d/xvfb start 10 | install: 11 | - pip install axelrod 12 | - pip install sphinx 13 | - pip install sphinx_rtd_theme 14 | script: 15 | # Build the documentation 16 | - cd docs; make html 17 | # Run the test suit with coverage 18 | - cd .. 19 | # Run the doctests 20 | - python -m unittest test_utils 21 | -------------------------------------------------------------------------------- /players.py: -------------------------------------------------------------------------------- 1 | """Strategies to be included in the tournament""" 2 | import axelrod as axl 3 | 4 | # Include a list of parametrized strategies 5 | parameterized_players = [ 6 | axl.Random(0.1), 7 | axl.Random(0.3), 8 | axl.Random(0.7), 9 | axl.Random(0.9), 10 | axl.GTFT(0.1), 11 | axl.GTFT(0.3), 12 | axl.GTFT(0.7), 13 | axl.GTFT(0.9), 14 | axl.MetaWinner(team=[ 15 | axl.EvolvedHMM5, axl.EvolvedLookerUp2_2_2, axl.EvolvedFSM16, 16 | axl.EvolvedANN5, axl.PSOGambler2_2_2, axl.FoolMeOnce, 17 | axl.DoubleCrosser, axl.Gradual 18 | ]), 19 | ] 20 | 21 | players = [s() for s in axl.strategies] + parameterized_players 22 | players.sort(key=lambda p:p.__repr__()) 23 | -------------------------------------------------------------------------------- /run_std.py: -------------------------------------------------------------------------------- 1 | import axelrod as axl 2 | import os 3 | import utils 4 | 5 | from players import players 6 | 7 | turns = 200 8 | repetitions = 100 9 | 10 | processes = 60 11 | seed = 1 12 | filename = "data/strategies_std_interactions.csv" 13 | 14 | def main(players=players): 15 | # Deleting the file if it exists 16 | try: 17 | os.remove(filename) 18 | except OSError: 19 | pass 20 | 21 | tournament = axl.Tournament(players, turns=turns, repetitions=repetitions, seed=seed) 22 | 23 | results = tournament.play(filename=filename, processes=processes) 24 | utils.obtain_assets(results, "strategies", "std") 25 | results.write_summary('assets/std_summary.csv') 26 | 27 | if __name__ == "__main__": 28 | main() 29 | -------------------------------------------------------------------------------- /run_noisy.py: -------------------------------------------------------------------------------- 1 | import axelrod as axl 2 | import os 3 | import utils 4 | 5 | from players import players 6 | 7 | turns = 200 8 | repetitions = 100 9 | noise = 0.05 10 | processes = 60 11 | seed = 1 12 | filename = "data/strategies_noisy_interactions.csv" 13 | 14 | def main(players=players): 15 | # Deleting the file if it exists 16 | try: 17 | os.remove(filename) 18 | except OSError: 19 | pass 20 | 21 | tournament = axl.Tournament(players, turns=turns, repetitions=repetitions, 22 | noise=noise, seed=seed) 23 | 24 | results = tournament.play(filename=filename, processes=processes) 25 | utils.obtain_assets(results, "strategies", "noisy") 26 | results.write_summary('assets/noisy_summary.csv') 27 | 28 | if __name__ == '__main__': 29 | main() 30 | -------------------------------------------------------------------------------- /run_probend.py: -------------------------------------------------------------------------------- 1 | import axelrod as axl 2 | import os 3 | import utils 4 | 5 | from players import players 6 | 7 | prob_end = .1 8 | repetitions = 100 9 | processes = 60 10 | seed = 1 11 | filename = "data/strategies_probend_interactions.csv" 12 | 13 | def main(players=players): 14 | # Deleting the file if it exists 15 | try: 16 | os.remove(filename) 17 | except OSError: 18 | pass 19 | 20 | tournament = axl.Tournament(players, prob_end=prob_end, 21 | repetitions=repetitions, seed=seed) 22 | 23 | results = tournament.play(filename=filename, processes=processes) 24 | utils.obtain_assets(results, "strategies", "probend", lengthplot=True) 25 | results.write_summary('assets/probend_summary.csv') 26 | 27 | if __name__ == "__main__": 28 | main() 29 | -------------------------------------------------------------------------------- /docs/index.rst: -------------------------------------------------------------------------------- 1 | .. Axelrod-Python-Tournament documentation master file, created by 2 | sphinx-quickstart on Sat Dec 19 18:47:59 2015. 3 | You can adapt this file completely to your liking, but it should at least 4 | contain the root `toctree` directive. 5 | 6 | Welcome to Axelrod-Python-Tournament's documentation! 7 | ===================================================== 8 | 9 | This documentation contains the latest results of the full tournament from the 10 | `Axelrod-Python project `_. 11 | 12 | Contents: 13 | 14 | .. toctree:: 15 | :maxdepth: 3 16 | 17 | standard/index.rst 18 | noisy/index.rst 19 | prob_end/index.rst 20 | reproducing.rst 21 | data.rst 22 | 23 | Indices and tables 24 | ================== 25 | 26 | * :ref:`genindex` 27 | * :ref:`modindex` 28 | * :ref:`search` 29 | 30 | -------------------------------------------------------------------------------- /test_utils.py: -------------------------------------------------------------------------------- 1 | """ 2 | Tests for the utils.py file 3 | """ 4 | import axelrod as axl 5 | import unittest 6 | import utils 7 | import tempfile 8 | import csv 9 | 10 | class TestUtils(unittest.TestCase): 11 | """ 12 | Simple tests for the utils 13 | """ 14 | 15 | axl.seed(0) 16 | players = [s() for s in axl.demo_strategies] 17 | tournament = axl.Tournament(players) 18 | results = tournament.play() 19 | 20 | def test_label(self): 21 | label = utils.label("Test", self.results) 22 | expected_label = "{} - turns: {}, repetitions: {}, strategies: {}. ".format("Test", 23 | self.tournament.turns, self.tournament.repetitions, 24 | len(self.tournament.players)) 25 | 26 | def test_obtain_assets(self): 27 | """Just test that this runs without crashing""" 28 | self.assertEqual(utils.obtain_assets(self.results, assets_dir="/tmp"), None) 29 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | The MIT License (MIT) 2 | 3 | Copyright (c) 2015 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | 23 | -------------------------------------------------------------------------------- /docs/noisy/index.rst: -------------------------------------------------------------------------------- 1 | Noisy Tournament 2 | ================ 3 | 4 | Ranked violin plot 5 | ------------------ 6 | 7 | The mean utility of each player. 8 | 9 | .. figure:: ../../assets/strategies_noisy_boxplot.svg 10 | 11 | Payoffs 12 | ------- 13 | 14 | The pair wise utilities of each player. 15 | 16 | .. figure:: ../../assets/strategies_noisy_payoff.svg 17 | 18 | Evolutionary dynamics 19 | --------------------- 20 | 21 | The evolutionary dynamic of the strategies (based on the utilities). 22 | 23 | .. figure:: ../../assets/strategies_noisy_reproduce.svg 24 | 25 | Wins 26 | ---- 27 | 28 | The number of wins of each player. 29 | 30 | .. figure:: ../../assets/strategies_noisy_winplot.svg 31 | 32 | Payoff differences 33 | ------------------ 34 | 35 | The payoff differences for each player. 36 | 37 | .. figure:: ../../assets/strategies_noisy_sdvplot.svg 38 | 39 | Pairwise payoff differences 40 | --------------------------- 41 | 42 | The difference of payoffs between pairs of players. 43 | 44 | .. figure:: ../../assets/strategies_noisy_pdplot.svg 45 | 46 | Payoff Matrix 47 | ------------- 48 | 49 | Here is a :download:`file with the payoff matrix<../../assets/strategies_noisy_payoff_matrix.csv>`. 50 | 51 | Summary 52 | ------- 53 | 54 | Here is a :download:`file with summary data <../../assets/noisy_summary.csv>`. 55 | -------------------------------------------------------------------------------- /docs/standard/index.rst: -------------------------------------------------------------------------------- 1 | Standard Tournament 2 | =================== 3 | 4 | Ranked violin plot 5 | ------------------ 6 | 7 | The mean utility of each player. 8 | 9 | .. figure:: ../../assets/strategies_std_boxplot.svg 10 | 11 | Payoffs 12 | ------- 13 | 14 | The pair wise utilities of each player. 15 | 16 | .. figure:: ../../assets/strategies_std_payoff.svg 17 | 18 | Evolutionary dynamics 19 | --------------------- 20 | 21 | The evolutionary dynamic of the strategies_std (based on the utilities). 22 | 23 | .. figure:: ../../assets/strategies_std_reproduce.svg 24 | 25 | Wins 26 | ---- 27 | 28 | The number of wins of each player. 29 | 30 | .. figure:: ../../assets/strategies_std_winplot.svg 31 | 32 | Payoff differences 33 | ------------------ 34 | 35 | The payoff differences for each player. 36 | 37 | .. figure:: ../../assets/strategies_std_sdvplot.svg 38 | 39 | Pairwise payoff differences 40 | --------------------------- 41 | 42 | The difference of payoffs between pairs of players. 43 | 44 | .. figure:: ../../assets/strategies_std_pdplot.svg 45 | 46 | Payoff Matrix 47 | ------------- 48 | 49 | Here is a :download:`file with the payoff matrix<../../assets/strategies_std_payoff_matrix.csv>`. 50 | 51 | Summary 52 | ------- 53 | 54 | Here is a :download:`file with the summary data <../../assets/std_summary.csv>`. 55 | 56 | -------------------------------------------------------------------------------- /docs/prob_end/index.rst: -------------------------------------------------------------------------------- 1 | Probabilistic Ending Tournament 2 | =============================== 3 | 4 | Ranked violin plot 5 | ------------------ 6 | 7 | The mean utility of each player. 8 | 9 | .. figure:: ../../assets/strategies_probend_boxplot.svg 10 | 11 | Payoffs 12 | ------- 13 | 14 | The pair wise utilities of each player. 15 | 16 | .. figure:: ../../assets/strategies_probend_payoff.svg 17 | 18 | Evolutionary dynamics 19 | --------------------- 20 | 21 | The evolutionary dynamic of the strategies (based on the utilities). 22 | 23 | .. figure:: ../../assets/strategies_probend_reproduce.svg 24 | 25 | Wins 26 | ---- 27 | 28 | The number of wins of each player. 29 | 30 | .. figure:: ../../assets/strategies_probend_winplot.svg 31 | 32 | Payoff differences 33 | ------------------ 34 | 35 | The payoff differences for each player. 36 | 37 | .. figure:: ../../assets/strategies_probend_sdvplot.svg 38 | 39 | Pairwise payoff differences 40 | --------------------------- 41 | 42 | The difference of payoffs between pairs of players. 43 | 44 | .. figure:: ../../assets/strategies_probend_pdplot.svg 45 | 46 | Match lengths 47 | ------------- 48 | 49 | The length of the matches 50 | 51 | .. figure:: ../../assets/strategies_probend_lengthplot.svg 52 | 53 | Payoff Matrix 54 | ------------- 55 | 56 | Here is a :download:`file with the payoff matrix<../../assets/strategies_probend_payoff_matrix.csv>`. 57 | 58 | Summary 59 | ------- 60 | 61 | Here is a :download:`file with summary data <../../assets/probend_summary.csv>`. 62 | -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- 1 | """ 2 | A script with utility functions to get the tournament results 3 | """ 4 | from collections import namedtuple 5 | from numpy import median, array, savetxt 6 | from run_std import turns, filename 7 | import axelrod as axl 8 | import csv 9 | import tqdm 10 | 11 | def label(prefix, results): 12 | """ 13 | A label used for the various plots 14 | """ 15 | return "{} - turns: {}, repetitions: {}, strategies: {}. ".format(prefix, 16 | turns, results.repetitions, results.num_players) 17 | 18 | def obtain_assets(results, strategies_name="strategies", 19 | tournament_type="std", 20 | assets_dir="./assets", lengthplot=False): 21 | """ 22 | From the results of a tournament: obtain the various plots and the summary 23 | data set 24 | 25 | Parameters 26 | ---------- 27 | 28 | results: axelrod.resultset instance 29 | strategies_name: string, eg: "ordinary_strategies" 30 | tournament_type: string, eg: "std" 31 | 32 | assets_dir: string [default: "./assets"] 33 | lengthplot: boolean [default: False], whether or not to plot the length 34 | of the matches (only needed for the probabilistic ending matches) 35 | """ 36 | 37 | total = 6 + int(lengthplot) 38 | 39 | pbar = tqdm.tqdm(total=total, desc="Obtaining plots") 40 | 41 | file_path_root = "{}/{}_{}".format(assets_dir, strategies_name, 42 | tournament_type) 43 | plot = axl.Plot(results) 44 | 45 | f = plot.boxplot(title=label("Payoff", results)) 46 | f.savefig("{}_boxplot.svg".format(file_path_root)) 47 | pbar.update() 48 | 49 | f = plot.payoff(title=label("Payoff", results)) 50 | f.savefig("{}_payoff.svg".format(file_path_root)) 51 | pbar.update() 52 | 53 | f = plot.winplot(title=label("Wins", results)) 54 | f.savefig("{}_winplot.svg".format(file_path_root)) 55 | pbar.update() 56 | 57 | f = plot.sdvplot(title=label("Payoff differences", results)) 58 | f.savefig("{}_sdvplot.svg".format(file_path_root)) 59 | pbar.update() 60 | 61 | f = plot.pdplot(title=label("Payoff differences", results)) 62 | f.savefig("{}_pdplot.svg".format(file_path_root)) 63 | pbar.update() 64 | 65 | eco = axl.Ecosystem(results) 66 | eco.reproduce(1000) 67 | f = plot.stackplot(eco, title=label("Eco", results)) 68 | f.savefig("{}_reproduce.svg".format(file_path_root)) 69 | pbar.update() 70 | 71 | if lengthplot is True: 72 | f = plot.lengthplot(title=label("Length of matches", results)) 73 | f.savefig("{}_lengthplot.svg".format(file_path_root)) 74 | pbar.update() 75 | 76 | payoff_matrix = array(results.payoff_matrix) 77 | savetxt(fname=f"{file_path_root}_payoff_matrix.csv", X=payoff_matrix, delimiter=",") 78 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | This repository hold results for tournaments made possible by the 2 | [Axelrod-Project](https://github.com/Axelrod-Python/Axelrod) python 3 | library. 4 | 5 | # Tournament result 6 | 7 | ## Standard tournament 8 | 9 | ### Ranked violin plot 10 | 11 | The mean utility of each player. 12 | 13 | ![](./assets/strategies_std_boxplot.svg) 14 | 15 | ### Payoffs 16 | 17 | The pair wise utilities of each player. 18 | 19 | ![](./assets/strategies_std_payoff.svg) 20 | 21 | ### Evolutionary dynamics 22 | 23 | The evolutionary dynamic of the strategies (based on the utilities). 24 | 25 | ![](./assets/strategies_std_reproduce.svg) 26 | 27 | ### Wins 28 | 29 | The number of wins of each player. 30 | 31 | ![](./assets/strategies_std_winplot.svg) 32 | 33 | ### Payoff differences 34 | 35 | The payoff differences for each player. 36 | 37 | ![](./assets/strategies_std_sdvplot.svg) 38 | 39 | ### Pairwise payoff differences 40 | 41 | The difference of payoffs between pairs of players. 42 | 43 | ![](./assets/strategies_std_pdplot.svg) 44 | 45 | ### Payoff Matrix 46 | 47 | Here is a 48 | [file with the payoff matrix](./assets/strategies_std_payoff_matrix.csv). 49 | 50 | ### Summary 51 | 52 | Here is a 53 | [file with the summary data](./assets/std_summary.csv). 54 | 55 | ## Noisy tournament 56 | 57 | ### Ranked violin plot 58 | 59 | The mean utility of each player. 60 | 61 | ![](./assets/strategies_noisy_boxplot.svg) 62 | 63 | ### Payoffs 64 | 65 | The pair wise utilities of each player. 66 | 67 | ![](./assets/strategies_noisy_payoff.svg) 68 | 69 | ### Evolutionary dynamics 70 | 71 | The evolutionary dynamic of the strategies (based on the utilities). 72 | 73 | ![](./assets/strategies_noisy_reproduce.svg) 74 | 75 | ### Wins 76 | 77 | The number of wins of each player. 78 | 79 | ![](./assets/strategies_noisy_winplot.svg) 80 | 81 | ### Payoff differences 82 | 83 | The payoff differences for each player. 84 | 85 | ![](./assets/strategies_noisy_sdvplot.svg) 86 | 87 | ### Pairwise payoff differences 88 | 89 | The difference of payoffs between pairs of players. 90 | 91 | ![](./assets/strategies_noisy_pdplot.svg) 92 | 93 | ### Payoff Matrix 94 | 95 | Here is a 96 | [file with the payoff matrix](./assets/strategies_noisy_payoff_matrix.csv). 97 | 98 | ### Summary 99 | 100 | Here is a 101 | [file with the summary data](./assets/noisy_summary.csv). 102 | 103 | ## Probabilistic ending tournament 104 | 105 | ### Ranked violin plot 106 | 107 | The mean utility of each player. 108 | 109 | ![](./assets/strategies_probend_boxplot.svg) 110 | 111 | ### Payoffs 112 | 113 | The pair wise utilities of each player. 114 | 115 | ![](./assets/strategies_probend_payoff.svg) 116 | 117 | ### Evolutionary dynamics 118 | 119 | The evolutionary dynamic of the strategies (based on the utilities). 120 | 121 | ![](./assets/strategies_probend_reproduce.svg) 122 | 123 | ### Wins 124 | 125 | The number of wins of each player. 126 | 127 | ![](./assets/strategies_probend_winplot.svg) 128 | 129 | ### Payoff differences 130 | 131 | The payoff differences for each player. 132 | 133 | ![](./assets/strategies_probend_sdvplot.svg) 134 | 135 | ### Pairwise payoff differences 136 | 137 | The difference of payoffs between pairs of players. 138 | 139 | ![](./assets/strategies_probend_pdplot.svg) 140 | 141 | ### Payoff Matrix 142 | 143 | Here is a 144 | [file with the payoff matrix](./assets/strategies_probend_payoff_matrix.csv). 145 | 146 | ### Summary 147 | 148 | Here is a 149 | [file with the summary data](./assets/probend_summary.csv). 150 | 151 | # Reproducing these results: 152 | 153 | To reproduce these results you will need to install the `axelrod` 154 | library: 155 | 156 | $ pip install axelrod 157 | 158 | To reproduce these results run: 159 | 160 | python run_noisy.py # Run the noisy tournament 161 | python run_std.py # Run the standard tournament 162 | python run_probend.py # Run the probabilistic ending tournament 163 | 164 | You can also run all three tournaments (in series): 165 | 166 | python run_all.py 167 | 168 | **Note that this uses the installed version of the axelrod library.** If 169 | you want to keep things tidy you can create a virtualenv and install the 170 | latest version of the library like so: 171 | 172 | $ virtualenv env 173 | $ source env/bin/activate 174 | $ python -m pip install git+https://github.com/Axelrod-Python/Axelrod@master 175 | 176 | If you have the Axelrod repository locally you can also run: 177 | 178 | $ python -m pip install path_to_axelrod 179 | 180 | If you have already installed `axelrod` you can add the [-U]{.title-ref} 181 | tag to update to the latest version of master: 182 | 183 | $ python -m pip install git+https://github.com/Axelrod-Python/Axelrod@master -U 184 | 185 | or: 186 | 187 | $ python -m pip install path_to_axelrod -U 188 | -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- 1 | # Makefile for Sphinx documentation 2 | # 3 | 4 | # You can set these variables from the command line. 5 | SPHINXOPTS = 6 | SPHINXBUILD = sphinx-build 7 | PAPER = 8 | BUILDDIR = _build 9 | 10 | # User-friendly check for sphinx-build 11 | ifeq ($(shell which $(SPHINXBUILD) >/dev/null 2>&1; echo $$?), 1) 12 | $(error The '$(SPHINXBUILD)' command was not found. 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The text files are in $(BUILDDIR)/text." 139 | 140 | man: 141 | $(SPHINXBUILD) -b man $(ALLSPHINXOPTS) $(BUILDDIR)/man 142 | @echo 143 | @echo "Build finished. The manual pages are in $(BUILDDIR)/man." 144 | 145 | texinfo: 146 | $(SPHINXBUILD) -b texinfo $(ALLSPHINXOPTS) $(BUILDDIR)/texinfo 147 | @echo 148 | @echo "Build finished. The Texinfo files are in $(BUILDDIR)/texinfo." 149 | @echo "Run \`make' in that directory to run these through makeinfo" \ 150 | "(use \`make info' here to do that automatically)." 151 | 152 | info: 153 | $(SPHINXBUILD) -b texinfo $(ALLSPHINXOPTS) $(BUILDDIR)/texinfo 154 | @echo "Running Texinfo files through makeinfo..." 155 | make -C $(BUILDDIR)/texinfo info 156 | @echo "makeinfo finished; the Info files are in $(BUILDDIR)/texinfo." 157 | 158 | gettext: 159 | $(SPHINXBUILD) -b gettext $(I18NSPHINXOPTS) $(BUILDDIR)/locale 160 | @echo 161 | @echo "Build finished. The message catalogs are in $(BUILDDIR)/locale." 162 | 163 | changes: 164 | $(SPHINXBUILD) -b changes $(ALLSPHINXOPTS) $(BUILDDIR)/changes 165 | @echo 166 | @echo "The overview file is in $(BUILDDIR)/changes." 167 | 168 | linkcheck: 169 | $(SPHINXBUILD) -b linkcheck $(ALLSPHINXOPTS) $(BUILDDIR)/linkcheck 170 | @echo 171 | @echo "Link check complete; look for any errors in the above output " \ 172 | "or in $(BUILDDIR)/linkcheck/output.txt." 173 | 174 | doctest: 175 | $(SPHINXBUILD) -b doctest $(ALLSPHINXOPTS) $(BUILDDIR)/doctest 176 | @echo "Testing of doctests in the sources finished, look at the " \ 177 | "results in $(BUILDDIR)/doctest/output.txt." 178 | 179 | coverage: 180 | $(SPHINXBUILD) -b coverage $(ALLSPHINXOPTS) $(BUILDDIR)/coverage 181 | @echo "Testing of coverage in the sources finished, look at the " \ 182 | "results in $(BUILDDIR)/coverage/python.txt." 183 | 184 | xml: 185 | $(SPHINXBUILD) -b xml $(ALLSPHINXOPTS) $(BUILDDIR)/xml 186 | @echo 187 | @echo "Build finished. The XML files are in $(BUILDDIR)/xml." 188 | 189 | pseudoxml: 190 | $(SPHINXBUILD) -b pseudoxml $(ALLSPHINXOPTS) $(BUILDDIR)/pseudoxml 191 | @echo 192 | @echo "Build finished. The pseudo-XML files are in $(BUILDDIR)/pseudoxml." 193 | -------------------------------------------------------------------------------- /docs/make.bat: -------------------------------------------------------------------------------- 1 | @ECHO OFF 2 | 3 | REM Command file for Sphinx documentation 4 | 5 | if "%SPHINXBUILD%" == "" ( 6 | set SPHINXBUILD=sphinx-build 7 | ) 8 | set BUILDDIR=_build 9 | set ALLSPHINXOPTS=-d %BUILDDIR%/doctrees %SPHINXOPTS% . 10 | set I18NSPHINXOPTS=%SPHINXOPTS% . 11 | if NOT "%PAPER%" == "" ( 12 | set ALLSPHINXOPTS=-D latex_paper_size=%PAPER% %ALLSPHINXOPTS% 13 | set I18NSPHINXOPTS=-D latex_paper_size=%PAPER% %I18NSPHINXOPTS% 14 | ) 15 | 16 | if "%1" == "" goto help 17 | 18 | if "%1" == "help" ( 19 | :help 20 | echo.Please use `make ^` where ^ is one of 21 | echo. html to make standalone HTML files 22 | echo. dirhtml to make HTML files named index.html in directories 23 | echo. singlehtml to make a single large HTML file 24 | echo. pickle to make pickle files 25 | echo. json to make JSON files 26 | echo. htmlhelp to make HTML files and a HTML help project 27 | echo. qthelp to make HTML files and a qthelp project 28 | echo. devhelp to make HTML files and a Devhelp project 29 | echo. epub to make an epub 30 | echo. latex to make LaTeX files, you can set PAPER=a4 or PAPER=letter 31 | echo. text to make text files 32 | echo. man to make manual pages 33 | echo. texinfo to make Texinfo files 34 | echo. gettext to make PO message catalogs 35 | echo. changes to make an overview over all changed/added/deprecated items 36 | echo. xml to make Docutils-native XML files 37 | echo. pseudoxml to make pseudoxml-XML files for display purposes 38 | echo. linkcheck to check all external links for integrity 39 | echo. doctest to run all doctests embedded in the documentation if enabled 40 | echo. coverage to run coverage check of the documentation if enabled 41 | goto end 42 | ) 43 | 44 | if "%1" == "clean" ( 45 | for /d %%i in (%BUILDDIR%\*) do rmdir /q /s %%i 46 | del /q /s %BUILDDIR%\* 47 | goto end 48 | ) 49 | 50 | 51 | REM Check if sphinx-build is available and fallback to Python version if any 52 | %SPHINXBUILD% 1>NUL 2>NUL 53 | if errorlevel 9009 goto sphinx_python 54 | goto sphinx_ok 55 | 56 | :sphinx_python 57 | 58 | set SPHINXBUILD=python -m sphinx.__init__ 59 | %SPHINXBUILD% 2> nul 60 | if errorlevel 9009 ( 61 | echo. 62 | echo.The 'sphinx-build' command was not found. Make sure you have Sphinx 63 | echo.installed, then set the SPHINXBUILD environment variable to point 64 | echo.to the full path of the 'sphinx-build' executable. Alternatively you 65 | echo.may add the Sphinx directory to PATH. 66 | echo. 67 | echo.If you don't have Sphinx installed, grab it from 68 | echo.http://sphinx-doc.org/ 69 | exit /b 1 70 | ) 71 | 72 | :sphinx_ok 73 | 74 | 75 | if "%1" == "html" ( 76 | %SPHINXBUILD% -b html %ALLSPHINXOPTS% %BUILDDIR%/html 77 | if errorlevel 1 exit /b 1 78 | echo. 79 | echo.Build finished. The HTML pages are in %BUILDDIR%/html. 80 | goto end 81 | ) 82 | 83 | if "%1" == "dirhtml" ( 84 | %SPHINXBUILD% -b dirhtml %ALLSPHINXOPTS% %BUILDDIR%/dirhtml 85 | if errorlevel 1 exit /b 1 86 | echo. 87 | echo.Build finished. The HTML pages are in %BUILDDIR%/dirhtml. 88 | goto end 89 | ) 90 | 91 | if "%1" == "singlehtml" ( 92 | %SPHINXBUILD% -b singlehtml %ALLSPHINXOPTS% %BUILDDIR%/singlehtml 93 | if errorlevel 1 exit /b 1 94 | echo. 95 | echo.Build finished. The HTML pages are in %BUILDDIR%/singlehtml. 96 | goto end 97 | ) 98 | 99 | if "%1" == "pickle" ( 100 | %SPHINXBUILD% -b pickle %ALLSPHINXOPTS% %BUILDDIR%/pickle 101 | if errorlevel 1 exit /b 1 102 | echo. 103 | echo.Build finished; now you can process the pickle files. 104 | goto end 105 | ) 106 | 107 | if "%1" == "json" ( 108 | %SPHINXBUILD% -b json %ALLSPHINXOPTS% %BUILDDIR%/json 109 | if errorlevel 1 exit /b 1 110 | echo. 111 | echo.Build finished; now you can process the JSON files. 112 | goto end 113 | ) 114 | 115 | if "%1" == "htmlhelp" ( 116 | %SPHINXBUILD% -b htmlhelp %ALLSPHINXOPTS% %BUILDDIR%/htmlhelp 117 | if errorlevel 1 exit /b 1 118 | echo. 119 | echo.Build finished; now you can run HTML Help Workshop with the ^ 120 | .hhp project file in %BUILDDIR%/htmlhelp. 121 | goto end 122 | ) 123 | 124 | if "%1" == "qthelp" ( 125 | %SPHINXBUILD% -b qthelp %ALLSPHINXOPTS% %BUILDDIR%/qthelp 126 | if errorlevel 1 exit /b 1 127 | echo. 128 | echo.Build finished; now you can run "qcollectiongenerator" with the ^ 129 | .qhcp project file in %BUILDDIR%/qthelp, like this: 130 | echo.^> qcollectiongenerator %BUILDDIR%\qthelp\Axelrod-Python-Tournament.qhcp 131 | echo.To view the help file: 132 | echo.^> assistant -collectionFile %BUILDDIR%\qthelp\Axelrod-Python-Tournament.ghc 133 | goto end 134 | ) 135 | 136 | if "%1" == "devhelp" ( 137 | %SPHINXBUILD% -b devhelp %ALLSPHINXOPTS% %BUILDDIR%/devhelp 138 | if errorlevel 1 exit /b 1 139 | echo. 140 | echo.Build finished. 141 | goto end 142 | ) 143 | 144 | if "%1" == "epub" ( 145 | %SPHINXBUILD% -b epub %ALLSPHINXOPTS% %BUILDDIR%/epub 146 | if errorlevel 1 exit /b 1 147 | echo. 148 | echo.Build finished. The epub file is in %BUILDDIR%/epub. 149 | goto end 150 | ) 151 | 152 | if "%1" == "latex" ( 153 | %SPHINXBUILD% -b latex %ALLSPHINXOPTS% %BUILDDIR%/latex 154 | if errorlevel 1 exit /b 1 155 | echo. 156 | echo.Build finished; the LaTeX files are in %BUILDDIR%/latex. 157 | goto end 158 | ) 159 | 160 | if "%1" == "latexpdf" ( 161 | %SPHINXBUILD% -b latex %ALLSPHINXOPTS% %BUILDDIR%/latex 162 | cd %BUILDDIR%/latex 163 | make all-pdf 164 | cd %~dp0 165 | echo. 166 | echo.Build finished; the PDF files are in %BUILDDIR%/latex. 167 | goto end 168 | ) 169 | 170 | if "%1" == "latexpdfja" ( 171 | %SPHINXBUILD% -b latex %ALLSPHINXOPTS% %BUILDDIR%/latex 172 | cd %BUILDDIR%/latex 173 | make all-pdf-ja 174 | cd %~dp0 175 | echo. 176 | echo.Build finished; the PDF files are in %BUILDDIR%/latex. 177 | goto end 178 | ) 179 | 180 | if "%1" == "text" ( 181 | %SPHINXBUILD% -b text %ALLSPHINXOPTS% %BUILDDIR%/text 182 | if errorlevel 1 exit /b 1 183 | echo. 184 | echo.Build finished. The text files are in %BUILDDIR%/text. 185 | goto end 186 | ) 187 | 188 | if "%1" == "man" ( 189 | %SPHINXBUILD% -b man %ALLSPHINXOPTS% %BUILDDIR%/man 190 | if errorlevel 1 exit /b 1 191 | echo. 192 | echo.Build finished. The manual pages are in %BUILDDIR%/man. 193 | goto end 194 | ) 195 | 196 | if "%1" == "texinfo" ( 197 | %SPHINXBUILD% -b texinfo %ALLSPHINXOPTS% %BUILDDIR%/texinfo 198 | if errorlevel 1 exit /b 1 199 | echo. 200 | echo.Build finished. The Texinfo files are in %BUILDDIR%/texinfo. 201 | goto end 202 | ) 203 | 204 | if "%1" == "gettext" ( 205 | %SPHINXBUILD% -b gettext %I18NSPHINXOPTS% %BUILDDIR%/locale 206 | if errorlevel 1 exit /b 1 207 | echo. 208 | echo.Build finished. The message catalogs are in %BUILDDIR%/locale. 209 | goto end 210 | ) 211 | 212 | if "%1" == "changes" ( 213 | %SPHINXBUILD% -b changes %ALLSPHINXOPTS% %BUILDDIR%/changes 214 | if errorlevel 1 exit /b 1 215 | echo. 216 | echo.The overview file is in %BUILDDIR%/changes. 217 | goto end 218 | ) 219 | 220 | if "%1" == "linkcheck" ( 221 | %SPHINXBUILD% -b linkcheck %ALLSPHINXOPTS% %BUILDDIR%/linkcheck 222 | if errorlevel 1 exit /b 1 223 | echo. 224 | echo.Link check complete; look for any errors in the above output ^ 225 | or in %BUILDDIR%/linkcheck/output.txt. 226 | goto end 227 | ) 228 | 229 | if "%1" == "doctest" ( 230 | %SPHINXBUILD% -b doctest %ALLSPHINXOPTS% %BUILDDIR%/doctest 231 | if errorlevel 1 exit /b 1 232 | echo. 233 | echo.Testing of doctests in the sources finished, look at the ^ 234 | results in %BUILDDIR%/doctest/output.txt. 235 | goto end 236 | ) 237 | 238 | if "%1" == "coverage" ( 239 | %SPHINXBUILD% -b coverage %ALLSPHINXOPTS% %BUILDDIR%/coverage 240 | if errorlevel 1 exit /b 1 241 | echo. 242 | echo.Testing of coverage in the sources finished, look at the ^ 243 | results in %BUILDDIR%/coverage/python.txt. 244 | goto end 245 | ) 246 | 247 | if "%1" == "xml" ( 248 | %SPHINXBUILD% -b xml %ALLSPHINXOPTS% %BUILDDIR%/xml 249 | if errorlevel 1 exit /b 1 250 | echo. 251 | echo.Build finished. The XML files are in %BUILDDIR%/xml. 252 | goto end 253 | ) 254 | 255 | if "%1" == "pseudoxml" ( 256 | %SPHINXBUILD% -b pseudoxml %ALLSPHINXOPTS% %BUILDDIR%/pseudoxml 257 | if errorlevel 1 exit /b 1 258 | echo. 259 | echo.Build finished. The pseudo-XML files are in %BUILDDIR%/pseudoxml. 260 | goto end 261 | ) 262 | 263 | :end 264 | -------------------------------------------------------------------------------- /docs/conf.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python3 2 | # -*- coding: utf-8 -*- 3 | # 4 | # Axelrod-Python-Tournament documentation build configuration file, created by 5 | # sphinx-quickstart on Sat Dec 19 18:47:59 2015. 6 | # 7 | # This file is execfile()d with the current directory set to its 8 | # containing dir. 9 | # 10 | # Note that not all possible configuration values are present in this 11 | # autogenerated file. 12 | # 13 | # All configuration values have a default; values that are commented out 14 | # serve to show the default. 15 | 16 | import sys 17 | import os 18 | import shlex 19 | 20 | # If extensions (or modules to document with autodoc) are in another directory, 21 | # add these directories to sys.path here. If the directory is relative to the 22 | # documentation root, use os.path.abspath to make it absolute, like shown here. 23 | #sys.path.insert(0, os.path.abspath('.')) 24 | 25 | # -- General configuration ------------------------------------------------ 26 | 27 | # If your documentation needs a minimal Sphinx version, state it here. 28 | #needs_sphinx = '1.0' 29 | 30 | # Add any Sphinx extension module names here, as strings. They can be 31 | # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom 32 | # ones. 33 | extensions = [ 34 | 'sphinx.ext.mathjax', 35 | ] 36 | 37 | # Add any paths that contain templates here, relative to this directory. 38 | templates_path = ['_templates'] 39 | 40 | # The suffix(es) of source filenames. 41 | # You can specify multiple suffix as a list of string: 42 | # source_suffix = ['.rst', '.md'] 43 | source_suffix = '.rst' 44 | 45 | # The encoding of source files. 46 | #source_encoding = 'utf-8-sig' 47 | 48 | # The master toctree document. 49 | master_doc = 'index' 50 | 51 | # General information about the project. 52 | project = 'Axelrod-Python-Tournament' 53 | copyright = '2015, Axelrod-Python Project' 54 | author = 'Axelrod-Python Project' 55 | 56 | # The version info for the project you're documenting, acts as replacement for 57 | # |version| and |release|, also used in various other places throughout the 58 | # built documents. 59 | # 60 | # The short X.Y version. 61 | version = '0.0.23' 62 | # The full version, including alpha/beta/rc tags. 63 | release = '0.0.23' 64 | 65 | # The language for content autogenerated by Sphinx. Refer to documentation 66 | # for a list of supported languages. 67 | # 68 | # This is also used if you do content translation via gettext catalogs. 69 | # Usually you set "language" from the command line for these cases. 70 | language = None 71 | 72 | # There are two options for replacing |today|: either, you set today to some 73 | # non-false value, then it is used: 74 | #today = '' 75 | # Else, today_fmt is used as the format for a strftime call. 76 | #today_fmt = '%B %d, %Y' 77 | 78 | # List of patterns, relative to source directory, that match files and 79 | # directories to ignore when looking for source files. 80 | exclude_patterns = ['_build'] 81 | 82 | # The reST default role (used for this markup: `text`) to use for all 83 | # documents. 84 | #default_role = None 85 | 86 | # If true, '()' will be appended to :func: etc. cross-reference text. 87 | #add_function_parentheses = True 88 | 89 | # If true, the current module name will be prepended to all description 90 | # unit titles (such as .. function::). 91 | #add_module_names = True 92 | 93 | # If true, sectionauthor and moduleauthor directives will be shown in the 94 | # output. They are ignored by default. 95 | #show_authors = False 96 | 97 | # The name of the Pygments (syntax highlighting) style to use. 98 | pygments_style = 'sphinx' 99 | 100 | # A list of ignored prefixes for module index sorting. 101 | #modindex_common_prefix = [] 102 | 103 | # If true, keep warnings as "system message" paragraphs in the built documents. 104 | #keep_warnings = False 105 | 106 | # If true, `todo` and `todoList` produce output, else they produce nothing. 107 | todo_include_todos = False 108 | 109 | 110 | # -- Options for HTML output ---------------------------------------------- 111 | 112 | # The theme to use for HTML and HTML Help pages. See the documentation for 113 | # a list of builtin themes. 114 | on_rtd = os.environ.get('READTHEDOCS', None) == 'True' 115 | 116 | if not on_rtd: # only import and set the theme if we're building docs locally 117 | import sphinx_rtd_theme 118 | html_theme = 'sphinx_rtd_theme' 119 | html_theme_path = [sphinx_rtd_theme.get_html_theme_path()] 120 | 121 | # Theme options are theme-specific and customize the look and feel of a theme 122 | # further. For a list of options available for each theme, see the 123 | # documentation. 124 | #html_theme_options = {} 125 | 126 | # Add any paths that contain custom themes here, relative to this directory. 127 | #html_theme_path = [] 128 | 129 | # The name for this set of Sphinx documents. If None, it defaults to 130 | # " v documentation". 131 | #html_title = None 132 | 133 | # A shorter title for the navigation bar. Default is the same as html_title. 134 | #html_short_title = None 135 | 136 | # The name of an image file (relative to this directory) to place at the top 137 | # of the sidebar. 138 | #html_logo = None 139 | 140 | # The name of an image file (within the static path) to use as favicon of the 141 | # docs. This file should be a Windows icon file (.ico) being 16x16 or 32x32 142 | # pixels large. 143 | html_favicon = '_static/favicon.ico' 144 | 145 | # Add any paths that contain custom static files (such as style sheets) here, 146 | # relative to this directory. They are copied after the builtin static files, 147 | # so a file named "default.css" will overwrite the builtin "default.css". 148 | html_static_path = ['_static'] 149 | 150 | # Add any extra paths that contain custom files (such as robots.txt or 151 | # .htaccess) here, relative to this directory. These files are copied 152 | # directly to the root of the documentation. 153 | #html_extra_path = [] 154 | 155 | # If not '', a 'Last updated on:' timestamp is inserted at every page bottom, 156 | # using the given strftime format. 157 | #html_last_updated_fmt = '%b %d, %Y' 158 | 159 | # If true, SmartyPants will be used to convert quotes and dashes to 160 | # typographically correct entities. 161 | #html_use_smartypants = True 162 | 163 | # Custom sidebar templates, maps document names to template names. 164 | #html_sidebars = {} 165 | 166 | # Additional templates that should be rendered to pages, maps page names to 167 | # template names. 168 | #html_additional_pages = {} 169 | 170 | # If false, no module index is generated. 171 | #html_domain_indices = True 172 | 173 | # If false, no index is generated. 174 | #html_use_index = True 175 | 176 | # If true, the index is split into individual pages for each letter. 177 | #html_split_index = False 178 | 179 | # If true, links to the reST sources are added to the pages. 180 | #html_show_sourcelink = True 181 | 182 | # If true, "Created using Sphinx" is shown in the HTML footer. Default is True. 183 | #html_show_sphinx = True 184 | 185 | # If true, "(C) Copyright ..." is shown in the HTML footer. Default is True. 186 | #html_show_copyright = True 187 | 188 | # If true, an OpenSearch description file will be output, and all pages will 189 | # contain a tag referring to it. The value of this option must be the 190 | # base URL from which the finished HTML is served. 191 | #html_use_opensearch = '' 192 | 193 | # This is the file name suffix for HTML files (e.g. ".xhtml"). 194 | #html_file_suffix = None 195 | 196 | # Language to be used for generating the HTML full-text search index. 197 | # Sphinx supports the following languages: 198 | # 'da', 'de', 'en', 'es', 'fi', 'fr', 'h', 'it', 'ja' 199 | # 'nl', 'no', 'pt', 'ro', 'r', 'sv', 'tr' 200 | #html_search_language = 'en' 201 | 202 | # A dictionary with options for the search language support, empty by default. 203 | # Now only 'ja' uses this config value 204 | #html_search_options = {'type': 'default'} 205 | 206 | # The name of a javascript file (relative to the configuration directory) that 207 | # implements a search results scorer. If empty, the default will be used. 208 | #html_search_scorer = 'scorer.js' 209 | 210 | # Output file base name for HTML help builder. 211 | htmlhelp_basename = 'Axelrod-Python-Tournamentdoc' 212 | 213 | # -- Options for LaTeX output --------------------------------------------- 214 | 215 | latex_elements = { 216 | # The paper size ('letterpaper' or 'a4paper'). 217 | #'papersize': 'letterpaper', 218 | 219 | # The font size ('10pt', '11pt' or '12pt'). 220 | #'pointsize': '10pt', 221 | 222 | # Additional stuff for the LaTeX preamble. 223 | #'preamble': '', 224 | 225 | # Latex figure (float) alignment 226 | #'figure_align': 'htbp', 227 | } 228 | 229 | # Grouping the document tree into LaTeX files. List of tuples 230 | # (source start file, target name, title, 231 | # author, documentclass [howto, manual, or own class]). 232 | latex_documents = [ 233 | (master_doc, 'Axelrod-Python-Tournament.tex', 'Axelrod-Python-Tournament Documentation', 234 | 'Axelrod-Python Project', 'manual'), 235 | ] 236 | 237 | # The name of an image file (relative to this directory) to place at the top of 238 | # the title page. 239 | #latex_logo = None 240 | 241 | # For "manual" documents, if this is true, then toplevel headings are parts, 242 | # not chapters. 243 | #latex_use_parts = False 244 | 245 | # If true, show page references after internal links. 246 | #latex_show_pagerefs = False 247 | 248 | # If true, show URL addresses after external links. 249 | #latex_show_urls = False 250 | 251 | # Documents to append as an appendix to all manuals. 252 | #latex_appendices = [] 253 | 254 | # If false, no module index is generated. 255 | #latex_domain_indices = True 256 | 257 | 258 | # -- Options for manual page output --------------------------------------- 259 | 260 | # One entry per manual page. List of tuples 261 | # (source start file, name, description, authors, manual section). 262 | man_pages = [ 263 | (master_doc, 'axelrod-python-tournament', 'Axelrod-Python-Tournament Documentation', 264 | [author], 1) 265 | ] 266 | 267 | # If true, show URL addresses after external links. 268 | #man_show_urls = False 269 | 270 | 271 | # -- Options for Texinfo output ------------------------------------------- 272 | 273 | # Grouping the document tree into Texinfo files. List of tuples 274 | # (source start file, target name, title, author, 275 | # dir menu entry, description, category) 276 | texinfo_documents = [ 277 | (master_doc, 'Axelrod-Python-Tournament', 'Axelrod-Python-Tournament Documentation', 278 | author, 'Axelrod-Python-Tournament', 'One line description of project.', 279 | 'Miscellaneous'), 280 | ] 281 | 282 | # Documents to append as an appendix to all manuals. 283 | #texinfo_appendices = [] 284 | 285 | # If false, no module index is generated. 286 | #texinfo_domain_indices = True 287 | 288 | # How to display URL addresses: 'footnote', 'no', or 'inline'. 289 | #texinfo_show_urls = 'footnote' 290 | 291 | # If true, do not generate a @detailmenu in the "Top" node's menu. 292 | #texinfo_no_detailmenu = False 293 | -------------------------------------------------------------------------------- /assets/probend_summary.csv: -------------------------------------------------------------------------------- 1 | Rank,Name,Median_score,Cooperation_rating,Wins,Initial_C_rate,CC_rate,CD_rate,DC_rate,DD_rate,CC_to_C_rate,CD_to_C_rate,DC_to_C_rate,DD_to_C_rate 2 | 0,Prober 3,2.8781409741840105,0.26924300643677035,158.0,0.0,0.13635462427586145,0.13198814574097756,0.35922847350813664,0.3724287564750243,0.8038912717591183,0,0.6799428373825623,0.26456849742605376 3 | 1,Raider,2.876873836930381,0.3494703168453711,128.5,0.0,0.2286629122465797,0.12084903947670107,0.31023175503081124,0.34025629324590795,0.9349422639437205,0.5878638728772058,0.3417072951698936,0.4228055622988673 4 | 2,First by Downing,2.8524291838430678,0.3027519621028122,146.0,0.0,0.1952361447788345,0.10603720589811193,0.31273119057116033,0.38599545875189323,0.8400283590640366,0.6024288984642344,0.26684779450097135,0.43191880487719303 5 | 3,Fortress4,2.8308092491861183,0.13153681750142082,183.0,0.0,0.02252698496162769,0.1091338878671088,0.37011780407659406,0.4982213230946695,1.0,0,0,0.2618266203036739 6 | 4,Fortress3,2.827709632535921,0.20956806029762287,170.0,0.0,0.056241347931703586,0.15288370074826937,0.3644530470147072,0.42642190430531984,1.0,0,0,0.4245148142156897 7 | 5,Hard Prober,2.8207918027448606,0.4095888242671201,121.0,0.0,0.2825895548933885,0.12604331612397884,0.28094015026406777,0.3104269787185649,0.8785409791608605,0.5631580801789904,0.4110481782623973,0.4579837000081822 8 | 6,UsuallyDefects,2.8132810786930276,0.10215296173138702,173.0,0.0,0.024382838055461015,0.07860008684305725,0.35208739289108104,0.5449296822104007,0,0,0,0.3709800575613909 9 | 7,Tricky Defector,2.799592904500314,0.23996440736654776,168.0,0.0,0.04595032720732578,0.19426388085322632,0.3616350338301287,0.39815075810931916,0,1.0,0,0.24901332179849384 10 | 8,Defector,2.786471518195044,0.0,228.0,0.0,0.0,0.0,0.3331633810524162,0.6668366189475837,0,0,0,0 11 | 9,Better and Better,2.786372646232399,0.010412376961152428,224.0,0.0009274193548387097,0.002589512911382726,0.00770711587717872,0.33438571289733987,0.6553176583140987,0.1544750728574258,0.14822395904748847,0.010698732719920117,0.013440731143334493 12 | 10,Random: 0.1,2.7748398150816245,0.10069115000817928,196.0,0.10104838709677419,0.038193427410238574,0.06252282609864347,0.3411425121303345,0.5581412343607834,0.11691580130239833,0.10381739685759946,0.10261201547774831,0.10039665375915831 13 | 11,Ripoff,2.769504421511576,0.5484920789507857,92.0,0.0,0.4020949511318147,0.1477524943334142,0.21512935785422538,0.23502319668054572,0.8235123952516404,0.5897043928646007,1.0,0.39759205058996494 14 | 12,Prober,2.7666528021833634,0.4472431122785554,100.0,0.0,0.3127727785578279,0.133744945394958,0.26203895362284596,0.2914433224243681,0.8259148476611204,0.5844608375141291,0.7521280722189062,0.35574730388460335 15 | 13,Second by Gladstein,2.7448239969628956,0.5742059868087266,82.0,0.0,0.42359027951969014,0.14886534515409014,0.2036317947504657,0.223912580575754,0.8215474021100205,0.580351207306295,1.0,0.40363588108716436 16 | 14,Evolved FSM 6,2.7410166543768835,0.8222345459623784,23.0,1.0,0.7531082693528263,0.07061251228569176,0.09208827201027227,0.08419094635120969,0.9653686626114335,0.28670958065253715,0.781969721893698,0.17639187718013916 17 | 15,Second by Tester,2.739920198109812,0.5733497860740454,81.0,0.0,0.42273686622991996,0.14875646080996863,0.20312008947328128,0.2253865834868302,0.8213043292542389,0.5784321101547552,1.0,0.42680921489262946 18 | 16,MEM2,2.7385112304487924,0.7403774436878369,34.0,1.0,0.699123284688067,0.04198994458307702,0.10716366725605385,0.15172310347280207,0.9964615174384933,0.21495971866821298,0.36638786441093574,0 19 | 17,Evolved FSM 16,2.7372458165625497,0.8088870946695375,27.0,1.0,0.7191918358575463,0.08905278040601049,0.11332731088493252,0.07842807285151075,0.9130357911188469,0.4342385124863947,0.6317171068777694,0.3553174193581466 20 | 18,EvolvedLookerUp1_1_1,2.7296063728718805,0.7465316504449276,31.5,1.0,0.6856490584752347,0.06433995226953161,0.11711432949885708,0.13289665975637655,0.9763159505304332,0,0.7641117655712185,0 21 | 19,Retaliate 3: 0.05,2.7268872521323377,0.7054887132817307,41.0,1.0,0.6723168326962359,0.03413958008437587,0.10986896292730161,0.18367462429208672,1.0,0,0.011730780637746898,0 22 | 20,Spiteful Tit For Tat,2.725889417861044,0.7811327597670811,22.0,1.0,0.7110959571340014,0.06605494513659887,0.10374731135177309,0.11910178637762646,1.0,0,0.7739115384040657,0 23 | 21,"Limited Retaliate 3: 0.05, 20",2.724011760972618,0.7047164024921716,40.5,1.0,0.6703417928345188,0.03658233298623225,0.11175065060167684,0.18132522357757203,0.9871579797593215,0,0.024098211095671004,0.0239365370249233 24 | 22,Forgiver,2.7224676105376133,0.7181420769406457,41.0,1.0,0.6799563083973685,0.03560071162645005,0.10429253867711888,0.18015044129906263,1.0,0.3358310472792418,0.07595178851228501,0 25 | 23,Evolved FSM 16 Noise 05,2.7212587406936426,0.7990711060628721,22.0,1.0,0.7364041967832018,0.06263568601075173,0.09215050625642986,0.10880961094961655,0.9763662600256492,0.4682980704927347,0.5042152802256855,0.09743365177874282 26 | 24,Tricky Level Punisher,2.720549801903137,0.7016553301631253,40.0,1.0,0.6697456533638092,0.03366985327953185,0.11332433560965877,0.18326015774700027,1.0,0.2066690155757829,0.019062811530787142,0 27 | 25,Grudger,2.7188965760158217,0.6974443992869588,41.0,1.0,0.6665633048928052,0.03353701469904851,0.11521292853985964,0.18468675186828656,1.0,0,0,0 28 | 26,Cycler DDC,2.7188557457836486,0.299010195907951,155.0,0.0,0.08773172823335179,0.21096700425991918,0.33213113026862817,0.3691701372381009,0,0,0.4059994033584122,0.6397220143105673 29 | 27,Retaliate: 0.1,2.718511626800983,0.7140765110634115,41.0,1.0,0.6798830725136555,0.03571409279682369,0.10195581179728325,0.1824470228922375,1.0,0,0.04523157705980175,0 30 | 28,"Limited Retaliate 2: 0.08, 15",2.717680199678008,0.7200861730039395,40.0,1.0,0.6771948869604992,0.03984196124993605,0.106633430574269,0.17632972121529572,0.9899922570393154,0,0.040046462549506376,0.03623909767437725 31 | 29,Retaliate 2: 0.08,2.714268929276233,0.710232724552359,40.0,1.0,0.6733703561477314,0.035292788501078864,0.10625101541468009,0.1850858399365095,1.0,0,0.025950969120404465,0 32 | 30,"Michaelos: (D,)",2.7141342713323566,0.7503232023126029,27.0,1.0,0.7038917946718689,0.04550191554833337,0.09454354967522179,0.1560627401045759,1.0,0,0.2720593245497711,0 33 | 31,Forgetful Grudger,2.713706196594526,0.7182695933917543,40.0,1.0,0.6798452008956078,0.03700593441426824,0.10082325420888874,0.18232561048123516,1.0,0,0.06662078976969502,0 34 | 32,Second by RichardHufford,2.712299281256568,0.7778897307754312,29.0,1.0,0.7071571651165907,0.07170342706789576,0.10299336162438526,0.11814604619112845,0.97833196705751,0.4472463816816481,0.8305465080003979,0.08214155079089382 35 | 33,"Limited Retaliate: 0.1, 20",2.7101742249638607,0.7141145449299522,40.0,1.0,0.6766658496543809,0.03847229374760486,0.1039660351730631,0.18089582142495125,0.9985016449638853,0,0.045452931505481076,0.017789131449629323 36 | 34,"Gradual Killer: (D, D, D, D, D, C, C)",2.7100681220491984,0.3988004309443792,156.0,0.0,0.26155575828198174,0.13675650209383125,0.21547762791387534,0.38621011171031167,1.0,0.7996528164531417,0.13106901455399095,0.19817486324942407 37 | 35,Aggravater,2.708414776740561,0.10862543800579841,228.0,0.0,0.09782488124249149,0.008044153514114279,0.2689254377473781,0.6252055274960162,1.0,0,0.1534143690825611,0 38 | 36,Meta Minority: 217 players,2.7078041837689053,0.4869278679026651,130.0,0.0,0.13710591378881826,0.35037326300054794,0.34058970052309867,0.17193112268753521,0.21391906443574424,1.0,0.006407560823550335,0.9993737279843962 39 | 37,Punisher,2.7056394233441052,0.7199851249423995,40.0,1.0,0.6807824564852548,0.037800097434997036,0.10054780689834353,0.18086963918140467,1.0,0,0.13227152986016802,0 40 | 38,CAPRI,2.70547320721908,0.7711681149866958,20.0,1.0,0.7172666759305196,0.05381516255594872,0.0882962880222773,0.14062187349125438,1.0,0,0.6747852265036359,0 41 | 39,Suspicious Tit For Tat,2.7045481924421555,0.507962311326972,140.0,0.0,0.3414148540246084,0.164708892303991,0.22092342440175974,0.2729528292696408,1.0,0,1.0,0 42 | 40,NMWE Memory One: 37 players,2.7025376027914474,0.7411437626394647,31.0,1.0,0.6854685816719669,0.05203861868806235,0.10576328671592701,0.15672951292404366,0.8818915902534428,0.3541829052528428,0.21986375469899894,0.07448640931398567 43 | 41,Random: 0.3,2.700803189733754,0.3001127837591387,155.0,0.2958467741935484,0.1324620371240409,0.1676764351019154,0.3113681596659728,0.38849336810807095,0.2970928621611291,0.3023351909127102,0.30304459177819365,0.2988531562948111 44 | 42,Bully,2.7006363150398203,0.4775192993940749,129.0,0.0,0.12466242851713423,0.35231138056206096,0.34558653371066045,0.1774396572101443,0,1.0,0,1.0 45 | 43,Inverse Punisher,2.698090947793269,0.7331201593983996,34.0,1.0,0.6941654277565548,0.04114497358449636,0.09360430266406097,0.1710852959948879,1.0,0,0.22240477195838226,0 46 | 44,Adaptive Pavlov 2006,2.697991882632728,0.7812611229088932,27.0,1.0,0.7234506557045814,0.058376452154626314,0.08414826210370986,0.1340246300370824,0.9772092548229184,0.12722483982330604,0.5446532489949362,0.0763448772053831 47 | 45,Adaptive Pavlov 2011,2.6970430641346352,0.795451540923713,24.5,1.0,0.7331668911104225,0.0630179825625423,0.07785583611297923,0.12595929021405589,0.9796635978784041,0.1953865638588397,0.5931208708226009,0.0332950235758064 48 | 46,Cycler DC,2.6969008486856882,0.47346210294793245,130.0,0.0,0.16620119770143518,0.30697051544846843,0.327577984084675,0.19925030276542136,0,0,1.0,1.0 49 | 47,Evolved ANN 5,2.6953387198388814,0.8185114728298565,19.0,1.0,0.7514133441662998,0.06931771511613771,0.08125697636705752,0.09801196435050512,1.0,0.6950718291885314,0,0.4777772325437443 50 | 48,Evolved ANN,2.6951948203125724,0.8403253510758549,16.0,1.0,0.7726706831114843,0.06925120506400662,0.06696457946333204,0.09111353236117702,0.9801399223955958,0.7422890908466577,0.6535023591135963,0.1956009501347905 51 | 49,EasyGo,2.6946835710894215,0.7037289200796062,100.0,0.0,0.38551035954444385,0.31847746363229124,0.2172044890190482,0.07880768780421654,1.0,1.0,0,1.0 52 | 50,Win-Shift Lose-Stay: D,2.6945121660657034,0.5223023439642517,127.0,0.0,0.23162554289728113,0.28914453666526885,0.2903449050420227,0.18888501539542715,0,1.0,1.0,0 53 | 51,"Omega TFT: 3, 8",2.6927395214623817,0.8332273812236869,8.0,1.0,0.7667957603928244,0.06477605582441846,0.06751564409097009,0.10091253969178703,0.9998448593130113,0.1535715303132394,0.7822621736933167,0.09757879255698047 54 | 52,CollectiveStrategy,2.6903714790415583,0.1165307012715924,196.0,1.0,0.0957431573021477,0.021529675257022485,0.3143119492296927,0.568415218211137,0.33844164272052357,0,0,0.2037337703436173 55 | 53,SpitefulCC,2.6889353178173216,0.7104284403226585,37.0,1.0,0.6750637101112321,0.040112868073375,0.10748161699668471,0.17734180481870823,0.9890890460623286,0.6484891373112007,0,0 56 | 54,Evolved FSM 4,2.6885336312971884,0.825317974562035,22.0,1.0,0.725581220622046,0.09990328661593285,0.09865100666376043,0.07586448609826082,0.9533668945186268,0.35889759665468607,0,0.8296057805020657 57 | 55,Second by Weiner,2.6868944370490206,0.8466335534103806,8.0,1.0,0.7808322720639087,0.06502764798848579,0.055236923357626956,0.09890315658997861,0.9999673365321203,0.22618823589517012,0.8146032070606977,0.013496892771817436 58 | 56,Predator,2.6863444260377003,0.20628197839681636,167.0,1.0,0.13067584008836472,0.07579379673251034,0.30904407064694467,0.4844862925321803,0.438072809945844,0,0.1939773800382968,0.11509917131556216 59 | 57,Second by GraaskampKatzen,2.6853617597763204,0.8196275094605863,7.0,1.0,0.7458991384498247,0.07359544186533454,0.07497088017066243,0.10553453951417832,0.9972004754547633,0,0.8229064768372963,0 60 | 58,"EugineNier: (D,)",2.6848668781951774,0.8043067021907868,10.0,1.0,0.7405460597705511,0.06486363915952807,0.07557772511986238,0.11901257595005842,1.0,0,0.7454078555747192,0 61 | 59,NMWE Deterministic: 149 players,2.684807419585262,0.7335935544809435,31.0,1.0,0.683537107336521,0.05421875236127425,0.10348264557981661,0.15876149472238832,0.8732221673258743,0.34100882621403367,0.1274185233943897,0.0934844676450551 62 | 60,Hard Go By Majority: 5,2.6840701377800773,0.4899810183704939,139.5,0.0,0.3322812969190292,0.1542313554950306,0.2118656720866168,0.30162167549932356,1.0,0.5352247295697441,0.8704351199980018,0 63 | 61,EvolvedLookerUp2_2_2,2.683660197702323,0.8205499276410999,22.0,1.0,0.7360394958161389,0.08752351960182551,0.09539342258465847,0.08104356199737708,0.9097345846080062,0.49163691791751574,0.609659456090388,0.8347296241213671 64 | 62,NMWE Finite Memory: 81 players,2.682757996668713,0.7436892189064127,30.0,1.0,0.6869953296967357,0.05827667377527774,0.10192475902314906,0.15280323750483749,0.8784359633285044,0.3340058235877034,0.15929213211189436,0.15694283685733426 65 | 63,Winner12,2.6825704293051986,0.800658577472659,20.0,1.0,0.7307511251968484,0.0668709212291558,0.0902767250635031,0.11210122851049274,1.0,0.4799318938966077,0,0.5127193189450661 66 | 64,Hard Tit For Tat,2.6825386210613846,0.7359082053795276,41.0,1.0,0.6938429390738833,0.04102391383377607,0.08262426350213684,0.18250888359020384,1.0,0,0.21392702860041163,0 67 | 65,Evolved HMM 5,2.6821796317502544,0.809928815007699,22.0,1.0,0.7409030196801412,0.0705170560832654,0.08944105379698421,0.09913887043960912,0.9991577889693483,0.4409953491113888,0.023850666755500217,0.18192995452220634 68 | 66,PSO Gambler 1_1_1,2.681890991521681,0.7841975928392433,26.0,1.0,0.7188536537798151,0.06564993718408446,0.09214946747199092,0.12334694156410946,1.0,0.31329366181456136,0,0.13217854815173294 69 | 67,NMWE Long Memory: 136 players,2.681603470362436,0.7408940898937223,31.0,1.0,0.6852978508466716,0.05473073145784069,0.10293657702789617,0.15703484066759146,0.8675276433155334,0.3780166059386717,0.11573931331985507,0.10179717179179884 70 | 68,AON2,2.680699098907397,0.7756935801180391,27.0,1.0,0.6938842345062742,0.08098186392480447,0.10638875073955413,0.11874515082936711,0.9871566493206239,0.353747298258085,0,0.424572224178728 71 | 69,"First by Tideman and Chieruzzi: (D, D)",2.680267757730196,0.7802944923559388,24.5,1.0,0.7270270807424614,0.055330198504335,0.07304075740751025,0.14460196334569342,1.0,0.01835391540069565,0.5608661808573336,0 72 | 70,"General Soft Grudger: n=1,d=4,c=2",2.6795582875044177,0.8161273898628523,25.0,1.0,0.7394917954653586,0.07953498134827484,0.07278942722762044,0.10818379595874604,1.0,0.3140573654463621,0.2651717052143663,0.2810756870862612 73 | 71,Meta Majority Long Memory: 136 players,2.677333466014969,0.8265353301839381,5.0,1.0,0.7482614085803748,0.07757369357703132,0.06724518169817194,0.10691971614442185,0.9983891191480164,0.05084884383833875,0.8986752192889599,0.14285714285714285 74 | 72,Hard Go By Majority,2.677307581078873,0.48683491180395877,140.0,0.0,0.3308599269106826,0.15611863003809864,0.21109839541718733,0.30192304763403144,1.0,0.6247737843099582,0.8733460318760031,0 75 | 73,Soft Grudger,2.6767948026869464,0.8158647156245112,25.0,1.0,0.7385578801358547,0.07986835598906869,0.07254343203686364,0.109030331838213,1.0,0.3247100573054192,0.26244082342243397,0.2840582283473517 76 | 74,Second by Borufsen,2.675674291355839,0.8728565085739657,1.0,1.0,0.7857908665197395,0.0850005610396244,0.053426387389073814,0.0757821850515622,0.9997969748921751,0.14179587127575563,0.9666863394095628,0.2337264308666398 77 | 75,Nice Meta Winner Ensemble: 217 players,2.6749165036081815,0.741524788651379,30.0,1.0,0.6874363971856583,0.055967288620832244,0.10117975157845543,0.15541656261505404,0.859381749983186,0.3669603045438687,0.13716891521587798,0.10386117762744572 78 | 76,Adaptive Tit For Tat: 0.5,2.672807792733588,0.8375503509491304,0.0,1.0,0.7526264322752808,0.08416188439750284,0.06609291674682256,0.09711876658039388,1.0,0.022727272727272728,1.0,0 79 | 77,Second by Tideman and Chieruzzi,2.672329852954528,0.8067169984723102,14.5,1.0,0.7435128256186803,0.0627417328966808,0.06769440143300329,0.12605104005163567,1.0,0.10956955311727334,0.6695163424963666,0.050524372727807486 80 | 78,"Alexei: (D,)",2.6718513631765695,0.8353158994652237,0.0,1.0,0.7515884377927421,0.08395727443199212,0.06588406071931634,0.09857022705594949,1.0,0,1.0,0 81 | 79,AdaptorBrief,2.6711424677517446,0.8047644554937214,16.0,0.9888306451612904,0.7236325348479361,0.08284848460785364,0.07893129739156107,0.11458768315264924,0.9763594134470783,0.38742968661216004,0.834746313468125,0.15772322319329599 82 | 80,Two Tits For Tat,2.6710970242431133,0.7560700694068502,36.0,1.0,0.7041779294558571,0.05092156270120325,0.07656566383194317,0.1683348440109965,1.0,0,0.35579294618662655,0 83 | 81,Tit For Tat,2.670975527841749,0.8395821734829156,0.0,1.0,0.7543773120500702,0.08409069446082208,0.06560047618381266,0.09593151730529513,1.0,0,1.0,0 84 | 82,Hard Go By Majority: 40,2.6705048988597238,0.48587181254307377,140.0,0.0,0.3286946651707472,0.1565638534452149,0.2119157038050771,0.3028257775789608,1.0,0.6197489652508683,0.8743224345461703,0 85 | 83,Worse and Worse 2,2.670466445238835,0.8281195248969926,9.0,1.0,0.7260360784431574,0.10325962509462373,0.07843443985493335,0.09226985660728555,0.9617382506127706,0.4312073409726544,0.7812411170795857,0.4421653731913048 86 | 84,Contrite Tit For Tat,2.6704087778836207,0.838057321606305,0.0,1.0,0.7536096813675647,0.0843074216945731,0.0657708399886679,0.09631205694919434,1.0,0,1.0,0 87 | 85,"Memory Decay: 0.1, 0.03, -2, 1, Tit For Tat, 15",2.670381965851479,0.8280341838741995,5.0,1.0,0.7526665693286998,0.07679246720935075,0.0652053046163447,0.10533565884560486,0.9985801651475203,0.2392081287702852,0.8744025248662531,0.01650177661936057 88 | 86,First by Graaskamp: 0.05,2.6703773359369953,0.8346396853436602,0.0,1.0,0.7515178406085529,0.0849200097505724,0.06714385430205327,0.0964182953388215,0.9992996076908772,0.4304683452298329,0.9985018387928881,0.42820684415409166 89 | 87,TF3,2.670144394440175,0.7554985009627962,28.0,1.0,0.6991866406481417,0.057541334174157174,0.09725801129474071,0.14601401388296034,0.9502599444663761,0.6500501980246962,0.42583755424371605,0.05468371740112555 90 | 88,Prober 2,2.6700020565427556,0.686769248071076,86.0,0.0,0.5214502182910672,0.16524496508588912,0.14049883296862903,0.17280598365441463,1.0,0.6813307179417546,1.0,0.5507020332516808 91 | 89,Hard Go By Majority: 20,2.669432354903835,0.4841330307234568,141.5,0.0,0.33138118324333155,0.15124501872468832,0.20794130629223084,0.30943249173974924,1.0,0.6125430487281982,0.8646556351421477,0 92 | 90,Meta Majority Finite Memory: 81 players,2.6691034453908475,0.8336516424751719,7.0,1.0,0.7503084671818517,0.0819671342729973,0.06688298468112742,0.10084141386402352,0.9999769733812287,0.10580733744537557,0.8835304899984082,0 93 | 91,Forgiving Tit For Tat,2.6689140944759435,0.838758674451405,0.0,1.0,0.7553665884875712,0.0837401336730673,0.06458933581339427,0.0963039420259673,1.0,0.25771312886598086,1.0,0 94 | 92,ThueMorse,2.6682691538009955,0.5000565364175296,121.0,0.0,0.21661431038894718,0.2834170876064602,0.29632828310311327,0.20364031890147935,0.3799850652575132,0.4336786319336725,0.7553138515783837,0.7646767359633972 95 | 93,Meta Majority: 217 players,2.6678557867444628,0.8310834310672545,3.0,1.0,0.7523079150459889,0.07898405158013548,0.0659816112616873,0.10272642211218833,1.0,0.013904193030393556,0.9218035174281438,0 96 | 94,PSO Gambler 2_2_2,2.667383043981838,0.811731529395581,17.0,1.0,0.7297614111539513,0.08359852449975298,0.091551827571312,0.09508823677498368,0.9349530001326863,0.5810953147749204,0.47470932882615735,0.3898324101184242 97 | 95,NMWE Stochastic: 68 players,2.667182995197541,0.7536389840387733,28.0,1.0,0.6903668444586754,0.060821580529780934,0.09891219436702578,0.14989938064451797,0.8633562034908566,0.3482615786648064,0.18090550669743682,0.16039654093163347 98 | 96,Hard Go By Majority: 10,2.6662379422141576,0.4565370083317187,146.5,0.0,0.32389107626497315,0.13318333534792823,0.20143468295675868,0.34149090543034,1.0,0.5768158752973823,0.837468327238235,0 99 | 97,Resurrection,2.666100050424781,0.829867735989393,2.0,1.0,0.7466986024968958,0.08329047246460622,0.06875394729709684,0.10125697774140119,1.0,0,0.9460976838956725,0 100 | 98,Inverse,2.665975910727915,0.7695000507047967,29.0,1.0,0.7132166539277045,0.058676081268694134,0.07488500891530021,0.15322225588830118,0.968481989190035,0,0.5624490639399937,0 101 | 99,Desperate,2.665016604695583,0.3353047451612642,135.0,0.49681451612903227,0.09312415235362931,0.24325606850717335,0.3456150215525469,0.3180047575866504,0,0,0,1.0 102 | 100,PSO Gambler Mem1,2.664480539414177,0.8053082581947202,21.0,1.0,0.733436391116789,0.07397578739866796,0.0823348488483717,0.11025297263617133,1.0,0.5306800358728783,0,0.12668800482688097 103 | 101,PSO Gambler 2_2_2 Noise 05,2.664437509387337,0.8219326949296634,18.0,1.0,0.7343265589660835,0.08762041166498755,0.08787752575477138,0.09017550361415753,0.8961652985886804,0.5053324845824959,0.704849422590034,0.357445812818356 104 | 102,Second by Harrington,2.6638700017838755,0.8673755414084462,2.0,1.0,0.7754816399734676,0.0927106024430203,0.05545297662544465,0.07635478095806743,0.9958784095833314,0.42456985619967114,0.9899170332995214,0.2787424350304987 105 | 103,Doubler,2.6623459662666926,0.8536922596003559,0.0,1.0,0.7670819176358001,0.08664452417321078,0.056722286615479275,0.08955127157550988,1.0,0.550503033694064,1.0,0 106 | 104,"First by Feld: 1.0, 0.5, 200",2.6611603132871564,0.7890670153591383,20.0,1.0,0.6946976209190396,0.09460858192406212,0.08798120456805597,0.12271259258884228,0.9798149173647452,0,0.9583146223703769,0 107 | 105,Meta Majority Memory One: 37 players,2.6600619136794843,0.8227491201608849,8.0,1.0,0.7481634167421233,0.07559204854817328,0.06299088181175738,0.11325365289794599,0.9969751530734678,0.03976853057698437,0.8876774104563214,0.019174182355163532 108 | 106,Fool Me Once,2.659344778481149,0.7961226144518534,20.0,1.0,0.7384402868914756,0.05724982903249221,0.08127437831767555,0.12303550575835673,1.0,0.6319319797606467,0,0 109 | 107,Soft Joss: 0.9,2.658204484511474,0.8615556933416005,0.0,1.0,0.7712194929830702,0.08909875763140167,0.055672666205590436,0.08400908317993763,1.0,0.10633197564573901,1.0,0.11815723340539955 110 | 108,GTFT: 0.1,2.6578254299511155,0.8586920380570856,0.0,1.0,0.7721255787323416,0.08821452971037216,0.05517569098742265,0.08448420056986367,1.0,0.10167038910602638,1.0,0.1030746996627443 111 | 109,Gradual,2.654658205315225,0.8686822686403552,7.0,1.0,0.7844946862216138,0.08392273201373347,0.05135588948471246,0.08022669227994028,1.0,0.30056609293983044,0.593032646735092,0.394288467417183 112 | 110,Detective,2.653340143066649,0.5265344427949047,76.0,1.0,0.39480313937934225,0.13454905143346246,0.21694046065334055,0.2537073485338547,0.6566802927299299,0.5357523590515838,0.7778920613400795,0.3303712791973021 113 | 111,AdaptorLong,2.6504592098256405,0.7319727231202681,35.0,0.9905645161290323,0.6501245284589275,0.07956620458671793,0.10972799515660935,0.16058127179774517,0.9803034004503315,0.022266727229992702,0.023782161604990436,0.37327182645047957 114 | 112,Thumper,2.6502815398931534,0.7771504988869137,23.5,1.0,0.717480435762532,0.057947599590703766,0.06729989904680347,0.15727206559996068,1.0,0,0.5771681971032377,0 115 | 113,Revised Downing,2.650105970584778,0.8566758973990114,13.0,1.0,0.7754844661482564,0.0838062898833684,0.058713593000704514,0.08199565096767074,0.9854634393012586,0.7765300461113436,0.5399342051055463,0.26070333862029227 116 | 114,Average Copier,2.6488829319218175,0.6943560128314834,68.5,0.4981048387096774,0.5566735796257758,0.13478088027027513,0.12545311503779502,0.18309242506615409,0.8876061831439451,0.47814573628649115,0.7767966033829976,0.3527266271168421 117 | 115,Soft Go By Majority: 5,2.6463475197626942,0.856277443000315,8.0,1.0,0.7622425507185111,0.09198324804304754,0.05763070042978368,0.08814350080865764,1.0,0.7108316396824835,0.596280088761812,0 118 | 116,Second by Tranquilizer,2.6463437844948867,0.8343659513704336,13.0,1.0,0.7357142270025753,0.10104900888945596,0.06558536056704012,0.09765140354092866,0.9665187231712131,0.5491038062613159,0.9902862304181244,0.4179780207218678 119 | 117,"Bush Mosteller: 0.5, 0.5, 3.0, 0.5",2.645300540332633,0.4088721181355243,131.0,0.49633064516129033,0.22029086914630258,0.18888324064127535,0.2723311324352082,0.3184947577772139,0.5078097544448849,0.339076265251771,0.37412209925567746,0.3918001464670139 120 | 118,Original Gradual,2.6452580867522966,0.8872987038491752,5.0,1.0,0.79479120616282,0.09354692282157867,0.046023469598103196,0.06563840141749822,1.0,0.31294086687098044,0.6788345953968152,0.5641106085961874 121 | 119,"ZD-GTFT-2: 0.25, 0.5",2.6443688840739323,0.8755718612068688,0.0,1.0,0.7776618654216141,0.09700766472645876,0.05188548519972968,0.07344498465219754,1.0,0.13365168317932838,1.0,0.2593253706543261 122 | 120,Worse and Worse 3,2.644072497697456,0.8396228686058175,14.5,1.0,0.7475718991531728,0.09069076224317683,0.0604508558512265,0.10128648275242388,0.9143077145334074,0.49416298601418646,0.6020866386308098,0.3785223060933834 123 | 121,Second by Grofman,2.643806929548112,0.8428000323049588,12.0,1.0,0.776100132716161,0.06590612855986948,0.052632739131477264,0.10536099959249239,0.9886375106776285,0.5910616946015093,0.5404011967680015,0.04120204074707439 124 | 122,Handshake,2.6431379555661927,0.15593076222289706,189.0,1.0,0.113495740614221,0.042158560727138535,0.29280088784683067,0.5515448108118097,0.47819932448376795,0.8650387526482985,0,0.31213810773547473 125 | 123,Nice Average Copier,2.6418894332459755,0.8384588236725852,14.0,1.0,0.7483803537925201,0.09074295364974015,0.060377798971578134,0.10049889358616172,0.9123888055007072,0.49596669250615766,0.6119063481136295,0.3994937513026921 126 | 124,Winner21,2.6418451197363613,0.36942324176497,178.0,0.0,0.2777838372772301,0.09075739947449216,0.20802693246452642,0.4234318307837513,1.0,0,0.6570932916048537,0.3506211315063378 127 | 125,Forgetful Fool Me Once: 0.05,2.6409314629968983,0.8324999898784196,14.0,1.0,0.7599254482403991,0.0726450334968999,0.0639112560493594,0.1035182622133417,1.0,0.670347342041551,0.06843600858277969,0.05283573581375632 128 | 126,Second by Eatherley,2.639031249559128,0.8985721797516483,0.0,1.0,0.8013192538442215,0.09810817363027112,0.03553122455257463,0.06504134797293272,1.0,0.5196869189808452,1.0,0.31934010560496584 129 | 127,TF2,2.6378016930053265,0.30308178601408153,164.0,1.0,0.21920718535240616,0.08524387162479906,0.26496898624042187,0.43057995678237293,0.2791896203170678,0,0.6562915371666022,0.08791143710951706 130 | 128,GrudgerAlternator,2.637369689765075,0.8420137823855387,14.0,1.0,0.7206769130630972,0.12187332959028827,0.08302886238025324,0.07442089496636123,0.9020510985642335,0,1.0,1.0 131 | 129,Remorseful Prober: 0.1,2.6371233024223946,0.6746536726804123,61.0,1.0,0.5476568574185765,0.12670786864131178,0.14840591722072005,0.17722935671939166,0.8995912406384524,0,0.9026955232543625,0.3063700649235336 132 | 130,SolutionB5,2.6363013328525424,0.41298687752490304,160.0,0.0,0.2938656795785729,0.11813010509703047,0.20440482290200643,0.38359939242239016,1.0,0,0.864340040400147,0 133 | 131,Soft Go By Majority,2.635968660346407,0.8653958248746779,9.0,1.0,0.7662733719179327,0.10035966312404751,0.05177272590145928,0.08159423905656059,1.0,0.7852750719201885,0.7168108100918589,0 134 | 132,Second by Kluepfel,2.6359551579053635,0.8439074243960536,6.0,1.0,0.767989550841158,0.07729975689059014,0.050581745688719,0.10412894657953273,0.9779139507835041,0.35760859372710285,0.7154660928616808,0.1350008583903585 135 | 133,Random: 0.5,2.635508050857367,0.49883156788226735,121.0,0.4989516129032258,0.2623359907837878,0.23662137059544097,0.2626096051476683,0.238433033473103,0.4956339978679265,0.4944433371854198,0.5007306885967323,0.5035682553102356 136 | 134,Soft Go By Majority: 20,2.6354878025827406,0.870160281641738,8.0,1.0,0.7708398012423155,0.10042146444039385,0.049209509111622654,0.07952922520566795,1.0,0.7129820605133,0.7130583255685403,0 137 | 135,Calculator,2.6349849175986693,0.633050837153314,73.0,1.0,0.5222402936677403,0.11165971610186125,0.1550042598847266,0.2110957303456718,0.896774072785988,0,0.7995584845631312,0 138 | 136,Soft Go By Majority: 40,2.6345313640746086,0.8667962954728284,8.5,1.0,0.7669522523956175,0.1007820484166892,0.05102808947501359,0.08123760971267975,1.0,0.7401102710585448,0.7093450852189396,0 139 | 137,Naive Prober: 0.1,2.634186931037669,0.6581877559058349,69.0,1.0,0.5457527105308915,0.11334363676042182,0.1432496110382943,0.19765404167039238,0.900278241968972,0,0.8993621273236658,0 140 | 138,Burn Both Ends,2.6341722434428716,0.6549779657887767,71.0,1.0,0.5432473614585651,0.11397400047441873,0.14467428529505527,0.19810435277196092,0.8979482147339387,0,0.9047138611629643,0 141 | 139,Dynamic Two Tits For Tat,2.6341315754620367,0.861184813741957,7.0,1.0,0.7700469169484183,0.09168283850106784,0.04671786547987937,0.0915523790706344,0.9637788677132737,0.48724513121808466,0.646566075405751,0.3498766288293851 142 | 140,Evolved ANN 5 Noise 05,2.6341153416509178,0.8882411015003839,8.0,1.0,0.7879089937281641,0.1020028410742358,0.04824272230261019,0.06184544289498996,0.9853492001312418,0.8181318416126341,0.9031316643311665,0.5472283434183594 143 | 141,SelfSteem,2.6335259144311363,0.4657994627540044,131.0,0.4989516129032258,0.28318560417791244,0.18267536292322253,0.2381813618005215,0.29595767109834353,0.6566959925896841,0.3489211267747779,0.5814918279097657,0.2523057308205559 144 | 142,First by Shubik,2.6314284307271754,0.8425896257599785,8.0,1.0,0.7569884583536642,0.08532764653578176,0.055914685531929145,0.10176920957862487,1.0,0,0.5751820235142677,0.4866324177024599 145 | 143,Firm But Fair,2.6298551302397177,0.877390439857099,0.0,1.0,0.7638952304830711,0.1138301585678255,0.05613949016894977,0.06613512078015364,1.0,0,1.0,0.6708490951318964 146 | 144,"ZD-Extortion: 0.2, 0.1, 1",2.6286440362001073,0.31921991171707464,158.0,1.0,0.25945728296062415,0.06081820123277812,0.24045837493819663,0.43926614086840116,0.6420123473899015,0.1821136798186937,0.278148362849885,0 147 | 145,First by Joss: 0.9,2.6282083659199036,0.6551660084478149,71.0,1.0,0.5462167000765354,0.11208525595609528,0.14249839573063153,0.1991996482367378,0.9001396967724781,0,0.8988591374890201,0 148 | 146,GTFT: 0.3,2.6270583220003316,0.896045502483637,0.0,1.0,0.7941030849107468,0.10165334450224497,0.040093079697394715,0.06415049088961364,1.0,0.30432802554047167,1.0,0.3252483152427865 149 | 147,Soft Go By Majority: 10,2.6267481232148464,0.8742776484213828,7.0,1.0,0.7760960403459989,0.09655273870842906,0.045600174126027695,0.08175104681954436,1.0,0.7002531003288125,0.7171765814428279,0 150 | 148,Meta Winner: 8 players,2.6253933814546175,0.7986711922002668,19.0,1.0,0.7126047153244925,0.08708976542098829,0.09153996315366228,0.1087655561008568,0.9343689183711845,0.7641296522513356,0.053529313806200365,0.22815395927542123 151 | 149,Meta Winner Ensemble: 217 players,2.6251873420275897,0.2697010245451459,143.0,0.9408064516129032,0.1774963518684198,0.09370077653864077,0.29443649003205913,0.43436638156088025,0.43863396884302136,0.285990152404221,0.15637412012808835,0.14874012387929786 152 | 150,First by Anonymous,2.6244474960549997,0.5003537354059163,121.0,0.49721774193548385,0.26254334962128256,0.23770583744161652,0.26215334082479624,0.23759747211230461,0.500303073269006,0.5003073899628421,0.5017067471301281,0.5023373970313466 153 | 151,Second by Getzler,2.6230785072383194,0.8497093605933053,6.0,1.0,0.7695049842990913,0.08180336389522326,0.048387267793067915,0.10030438401261749,0.9697066031542516,0.39896620843350944,0.7130436254384779,0.16328555316966845 154 | 152,Once Bitten,2.6224287980138907,0.8523412454194773,14.0,1.0,0.7747698104004852,0.0771947397282149,0.049154202116266706,0.09888124775503318,1.0,0.7554684423223913,0.055384354561701724,0.031346944128381196 155 | 153,Appeaser,2.619446697791086,0.830771212987494,16.0,1.0,0.7182945293807401,0.11337012697404497,0.07363571712557007,0.09469962651964477,1.0,0,0,1.0 156 | 154,GTFT: 0.33,2.6164592494286767,0.899727745831861,0.0,1.0,0.7943588286668978,0.10568687188655407,0.0381748610117944,0.06177943843475369,1.0,0.3440615103481903,1.0,0.36317760996118853 157 | 155,DoubleResurrection,2.6161274544323376,0.6610665012926557,67.0,1.0,0.5013957178228189,0.1611465413073233,0.17498224233567913,0.16247549853417867,0.8746846362885599,0,1.0,0.1300034052765202 158 | 156,Second by Leyvraz,2.6151766953679867,0.8720782151723249,6.0,1.0,0.7697210801125388,0.10356648102862802,0.047867268643062295,0.0788451702157708,0.9429916317762368,0.4481659225981258,0.7637722255853853,0.5071434800802996 159 | 157,Negation,2.6130722933033175,0.5146872723869513,120.0,0.4982661290322581,0.16328549205740361,0.3505407635060818,0.32118131163595026,0.1649924328005643,0,1.0,0,1.0 160 | 158,Win-Stay Lose-Shift,2.610163930607468,0.8302487208583879,15.0,1.0,0.7177555593499093,0.11429234730195822,0.07247829377874838,0.09547379956938416,1.0,0,0,1.0 161 | 159,"ZD-Extort-4: 0.23529411764705882, 0.25, 1",2.6097351264797863,0.36383979964857716,150.5,1.0,0.2876970940645647,0.07732882673309338,0.229372944826106,0.405601134376236,0.6460772487933172,0,0.4688599546615017,0 162 | 160,"ZD-GEN-2: 0.125, 0.5, 3",2.6092176347857015,0.8833469014147256,6.0,1.0,0.7850249024515258,0.09828412309297936,0.03941711785240711,0.07727385660308765,1.0,0.5633601446287145,0.5171963831076105,0.12635105985295994 163 | 161,"Stalker: (D,)",2.608950628293216,0.8806193604623008,1.0,1.0,0.7855239140259841,0.09430852704264095,0.03755449912882788,0.0826130598025471,0.9648729247588147,0.594904839277658,0.8418600224427145,0.244756032559892 164 | 162,Stochastic Cooperator,2.6081955166228656,0.7064386406823103,59.0,1.0,0.5791217614562156,0.1272697817014063,0.12818504378338194,0.16542341305899605,0.9353034390340507,0.22871609645367993,0.26367280086404055,0.4237596403703243 165 | 163,Meta Winner Memory One: 37 players,2.6077553850010142,0.27736229485809766,140.0,1.0,0.20277914861301252,0.07677956269130828,0.2834513077142714,0.4369899809814078,0.5597998914708943,0.3763095488124837,0.0759882709511315,0.13402725058336523 166 | 164,Delayed AON1,2.602758699229546,0.8357285814183405,14.0,1.0,0.71996531583339,0.11729459457335221,0.07249404390427747,0.09024604568898044,0.9897113846602688,0.2933618446894263,0,1.0 167 | 165,Sneaky Tit For Tat,2.601002934348812,0.6604595798802336,81.0,1.0,0.4643019829785462,0.1960733040870684,0.18981763934818388,0.14980707358620146,0.7964918017247804,0.6269012366802126,0.4482584572906744,0.735708629437795 168 | 166,Random Tit for Tat: 0.5,2.5989993379736234,0.6407142570200458,80.0,1.0,0.4663709810391152,0.17459799001474335,0.18318415380935496,0.1758468751367865,0.7564912040221344,0.29369132476940685,0.8893247902259698,0.29000034828572796 169 | 167,"ZD-Mischief: 0.1, 0.0, 1",2.597623394327506,0.38689858708676106,131.0,1.0,0.3273595584507449,0.061447331293166194,0.2156377354008527,0.39555537485523623,0.800289462756712,0.5911112752867698,0.0991751783251229,0 170 | 168,Meta Winner Stochastic: 68 players,2.595054552053493,0.2939724436126617,138.0,1.0,0.21361027566213875,0.08234163784660933,0.2763501750375011,0.42769791145375086,0.5489701686424061,0.343966839440506,0.11846438391257297,0.12483963780440488 171 | 169,Slow Tit For Two Tats 2,2.594724599819289,0.8797000678360306,3.0,1.0,0.7923724218643888,0.08806301709514174,0.03128471490281314,0.08827984613765623,1.0,0.7629700036230903,0.3522293307924971,0 172 | 170,"N Tit(s) For M Tat(s): 3, 2",2.5947210768065325,0.874561554024126,8.0,1.0,0.7881682457603298,0.08595277942615277,0.03438642604057845,0.09149254877293897,1.0,0.7527588164214041,0.2451239262163835,0.1697268512107067 173 | 171,"First by Stein and Rapoport: 0.05: (D, D)",2.5944304504639804,0.8624563558774085,5.0,1.0,0.7778668881748807,0.08729854918458536,0.047337489012548195,0.08749707362798576,0.9966791578076345,0.5513329879757374,0.7814218642977606,0 174 | 172,ThueMorseInverse,2.591742652328633,0.500264141660584,118.0,1.0,0.2369873027492978,0.26328403233670644,0.2801827331001306,0.21954593181386528,0.2174670684658227,0.3864075259445649,0.516968729790533,0.7888052874965812 175 | 173,First by Grofman,2.5911683626751283,0.8961682694847011,7.0,1.0,0.7736186130108068,0.12183046033827392,0.04040261847041958,0.06414830818049973,1.0,0.28546417200403795,0.27943529740358397,1.0 176 | 174,Stochastic WSLS: 0.05,2.590873665777428,0.7200443066735913,49.0,1.0,0.5651106258083597,0.15531126229818448,0.1348311939130352,0.14474691798042058,0.9502396317811184,0.05213856138403113,0.05382170734597872,0.9527259683358853 177 | 175,VeryBad,2.590272311780191,0.885338185540045,3.0,1.0,0.7926609246387727,0.09149491208417758,0.030971447104809223,0.0848727161722407,0.9981957296889483,0.7772578369688257,0.7806901117141797,0 178 | 176,Alternator,2.589899722735302,0.5266561124630029,106.0,1.0,0.23898528017948573,0.2879264777079898,0.29303469502858054,0.18005354708394394,0,0,1.0,1.0 179 | 177,"ZD-SET-2: 0.25, 0.0, 2",2.58958078515683,0.5489553047550112,101.0,1.0,0.3975109839233083,0.15200567843386925,0.1989745629221718,0.2515087747206507,0.7482412253068481,0.2521623293242602,0.5019923111503543,0.2534690916116504 180 | 178,"ZD-Extort-2 v2: 0.125, 0.5, 1",2.589333974065571,0.5551867054557048,100.0,1.0,0.4727242436953342,0.0845836951546507,0.15405979938315603,0.2886322617668591,0.8702213622845322,0.44481221608675436,0.37623332240131546,0 181 | 179,Second by Cave,2.5893290156987256,0.9193144332169612,0.0,1.0,0.8056270305175869,0.11331890360855476,0.02812410477228176,0.05292996110157653,0.9998276530236259,0.5031541624806085,0.9607262202080256,0.44962247492408863 182 | 180,Hard Tit For 2 Tats,2.589223292726384,0.8943479481728108,0.0,1.0,0.7988358925448642,0.09394247625521308,0.027012154058350578,0.08020947714157224,1.0,0.7305512453466806,0.3651113607864991,0.3504711386918203 183 | 181,"DoubleCrosser: (D, D)",2.5850093408737846,0.8619066031884128,8.0,1.0,0.7718749291972238,0.09105780832537924,0.05233086653882771,0.08473639593856926,1.0,0.8593185860305179,0.4057110212122987,0 184 | 182,"ZD-Extort-2: 0.1111111111111111, 0.5",2.5848734937683373,0.5664932453459516,93.0,1.0,0.4853866096412594,0.08287146388733481,0.14540379777283383,0.28633812869857195,0.8882819921824429,0.49292631711463303,0.33229524741358757,0 185 | 183,Prober 4,2.5845054367727185,0.5044896597460403,106.5,1.0,0.30318411263549033,0.20250257246055534,0.2581470102865377,0.23616630461741658,0.4509368795629343,0.36656093750213287,0.6164546221865194,0.4490025204248836 186 | 184,ZD-Mem2,2.5808581676215274,0.725547362496305,52.0,1.0,0.6077410650272266,0.11914034430599453,0.11319909385746234,0.15991949680931652,0.9001017939738183,0.23658991484619474,0.8043081804255815,0.13154046716119458 187 | 185,"BackStabber: (D, D)",2.57936156654605,0.8589151947482166,8.5,1.0,0.768431139454531,0.09175565400638235,0.05282894068627239,0.08698426585281425,1.0,0.85949301332395,0,0 188 | 186,Pun1,2.57913303940715,0.6782889407243669,107.0,0.0,0.4013272565438759,0.27727807268945215,0.1832106160296481,0.13818405473702394,1.0,0.30784387302305966,1.0,1.0 189 | 187,"DBS: 0.75, 3, 4, 3, 5",2.578536769392115,0.8817626912001797,6.0,1.0,0.7824638279392354,0.09982974153555545,0.04709067955461358,0.07061575097059561,0.9934042575692151,0.8606925474672257,0.41756464272520144,0.29046135977700344 190 | 188,ALLCorALLD,2.578061375236871,0.5958005673598371,93.0,0.5973387096774193,0.4773460313299438,0.11808621156457104,0.1343828767364783,0.2701848803690069,1.0,1.0,0,0 191 | 189,"ZD-Extort3: 0.11538461538461539, 0.3333333333333333, 1",2.5755680458314094,0.49598935377928627,110.5,1.0,0.4173932332792524,0.07995710364870127,0.17415947249989303,0.32849019057215334,0.8459741732370332,0.5040140189424134,0.2664393621010323,0 192 | 190,TF1,2.5737466344770494,0.3591786292237958,134.0,1.0,0.25866037616892673,0.10195108320475985,0.2489152798848267,0.39047326074148664,0.4468453463767353,0.6713030531962805,0.5174061407045176,0.14982354985712015 193 | 191,Meta Mixer: 217 players,2.5726513898933145,0.6186129409072846,86.0,0.8203225806451613,0.44304565318461114,0.17574496456444275,0.17969735579241092,0.20151202645853517,0.7554748130371561,0.3769548481725646,0.7003229859152559,0.3429410090063938 194 | 192,Tit For 2 Tats,2.571988348761307,0.9113966126945858,0.0,1.0,0.8090709385300126,0.10246342687328851,0.018839703500894,0.06962593109580482,1.0,0.7600707959718315,1.0,0 195 | 193,First by Nydegger,2.571553997950353,0.9223914826523543,12.0,1.0,0.7627417171859701,0.15815851428225666,0.042908207987624,0.03619156054414914,0.9863272365926268,0.8384745101419024,0.652785131208914,0.673043166749188 196 | 194,Nice Meta Winner: 217 players,2.5645941857979624,0.818083326694814,16.0,1.0,0.7183088792400524,0.10013024997858239,0.07448205314161385,0.10707881763975126,0.9234317148137076,0.8309932867969698,0.13809362857613466,0.20322585654312966 197 | 195,SolutionB1,2.563778629971039,0.7451694742031286,101.0,0.0,0.46132178373073846,0.28118652815661627,0.1287437496678554,0.12874793844478982,1.0,1.0,0.4057521778457236,0.8839177350131685 198 | 196,AntiCycler,2.5627755422996037,0.647805582837523,107.0,1.0,0.34225177101969556,0.304548262921793,0.22324364845970784,0.1299563175988037,0.4493594864190841,0.6244806906792839,0.6515965312717628,0.9371615968769005 199 | 197,Second by Yamachi,2.5554067188441887,0.89146345399674,1.0,1.0,0.7873545456195128,0.10705675630881094,0.02910025464991541,0.0764884434217608,0.9329754952515684,0.7884965618080909,0.7992245806977479,0.5071856499413332 200 | 198,Opposite Grudger,2.55473453448142,0.8261799039601374,79.0,0.0,0.5654596610264212,0.2606156077698586,0.09230351439436885,0.0816212168093515,1.0,1.0,1.0,0 201 | 199,Second by Rowsam,2.5445464625676513,0.9001585235819032,5.0,1.0,0.7736983078988622,0.1258409746385495,0.04219419782022084,0.05826651964236742,0.926185029728056,0.7606643284573716,0.8324510293646431,0.6630351062614664 202 | 200,Hopeless,2.540809240554135,0.687700305958522,101.0,0.49951612903225806,0.29091103699123166,0.3969229833115478,0.2583660153974106,0.05379996429981001,0,1.0,1.0,1.0 203 | 201,Meta Hunter: 6 players,2.5406453215442024,0.8673696406947132,11.0,1.0,0.743719677590746,0.12410954824499773,0.05871698053774552,0.07345379362651083,0.9593857115618278,0.8114128083964484,0.17370242511851877,0.2973890017940819 204 | 202,Meta Winner Finite Memory: 81 players,2.5395426486633195,0.4084088214946049,107.5,1.0,0.2787175891240068,0.13265214819088061,0.2517690950348377,0.33686116765027485,0.6678653730670912,0.7740607797987531,0.05554256245536942,0.19229384673758484 205 | 203,GTFT: 0.7,2.5382606336548874,0.9517861038614749,0.0,1.0,0.8088603916586041,0.14354337399624212,0.015913277833457726,0.03168295651169598,1.0,0.7045596634488523,1.0,0.7169770216575037 206 | 204,Second by Appold,2.5377494159751866,0.9000968379604805,3.0,1.0,0.7791758627957156,0.12172610221577618,0.033023912196712434,0.06607412279179584,0.9447526137205824,0.7669451850258496,0.7386423819099754,0.4048832816126268 207 | 205,Meta Winner Long Memory: 136 players,2.536841991536647,0.4884932362038422,89.0,1.0,0.3504802694259386,0.14074958552409553,0.22146004649641,0.287310098553556,0.6959153468314123,0.598192041860581,0.3364056914909738,0.22221553266307537 208 | 206,Adaptive,2.535699141765905,0.631235156805034,75.0,1.0,0.47731052000398133,0.156013260440711,0.17640761557294848,0.19026860398235917,0.9027441215661637,0.9433166324235047,0.08717573272360458,0.18321549827858247 209 | 207,Anti Tit For Tat,2.5314323508735974,0.5524043246815524,112.0,1.0,0.19966326531896533,0.35168079250770207,0.2998199405515351,0.14883600162179758,0,1.0,0,1.0 210 | 208,Random: 0.7,2.528033532193697,0.6994664531937632,86.0,0.6952822580645162,0.4276601305160563,0.27180615259144586,0.18401747492373205,0.11651624196876581,0.7003704381442611,0.6993653892338878,0.7037411469602002,0.6982189340472871 211 | 209,Second by Black,2.526804965672479,0.9260846450033027,0.0,1.0,0.8044335660580682,0.12265269611319089,0.01790376629344394,0.05500997153529701,0.9765813231376883,0.8494887464940568,0.7094307779844209,0.31901531550569706 212 | 210,Second by Mikkelson,2.5184439440382307,0.9294745384459322,0.0,1.0,0.8098379311979483,0.12012065600532598,0.014093988309293707,0.055947424487431945,1.0,0.8480163834591252,0.5772952154635276,0.3839386024728637 213 | 211,$e$,2.5156949401670152,0.693326431826729,96.5,1.0,0.32615987905556537,0.36559769126277075,0.2416602843033162,0.06658214537834767,0.49657710825418155,1.0,0.4156880188404202,1.0 214 | 212,First by Davis: 10,2.513697670272246,0.8609294071934723,10.0,1.0,0.7377619510799464,0.12390892591085495,0.053058647893439594,0.08527047511575907,0.9850907226406724,0.9002451338571025,0,0 215 | 213,Level Punisher,2.5130708787746534,0.903379676817649,4.0,1.0,0.7774367986968541,0.12671442014084308,0.034408541979346924,0.06144023918295593,0.993504534919459,0.9374461468489622,0.09825143097127724,0 216 | 214,Second by WmAdams,2.5112635436602524,0.9323216183114471,1.0,1.0,0.8001420393594005,0.13083919151265697,0.017789034385622276,0.05122973474232016,1.0,0.7899945519532463,0.5563186662588073,0.614179759267028 217 | 215,Meta Winner Deterministic: 149 players,2.504461781914112,0.5025210690776939,87.0,1.0,0.34892289797465154,0.15636724445420647,0.21970908249562976,0.2750007750755121,0.6880187386495337,0.8271503896855874,0.3753245121798213,0.22028755769988398 218 | 216,Meta Winner: 217 players,2.5008277347189916,0.5165712952008434,84.0,1.0,0.3599975425244226,0.15920201178802032,0.2138301957103,0.26697024997725716,0.70844461415875,0.7959156779155004,0.31506767338110747,0.1982854083307244 219 | 217,Cycler CCD,2.4996023868297295,0.7013106833439219,81.0,1.0,0.4119766230474138,0.2896787946220959,0.20022705840465632,0.09811752392583392,0.48403876254979666,0.6595547382273512,1.0,1.0 220 | 218,Willing,2.4990618655236725,0.9097703281783228,39.0,0.49625,0.6812737845964497,0.22834420918015327,0.04706535734928293,0.04331664887411399,1.0,1.0,1.0,0 221 | 219,Second by Champion,2.4972725535938594,0.9413834719676868,0.0,1.0,0.7986452451429719,0.14300767341801526,0.01754301279655817,0.040804068642454686,1.0,0.7906750992613621,1.0,0.0674069043595396 222 | 220,$\pi$,2.4959361921296774,0.7143609095620627,93.0,1.0,0.34626451375598283,0.36433465919500035,0.22683319552383088,0.06256763152518592,0.5625390885200984,1.0,0.4366729146007926,1.0 223 | 221,$\phi$,2.493866213051813,0.6245327582252659,102.0,1.0,0.25660757638759246,0.3678067754627816,0.26677474051873035,0.1088109076308955,0.3191089473128795,1.0,0.1782253902440864,1.0 224 | 222,Cycler CCCDCD,2.492577579538922,0.7179919002365772,77.0,1.0,0.44667718839763226,0.2716973770888928,0.18494221677645273,0.09668321773702226,0.6089185776180519,0.5476078593962853,1.0,1.0 225 | 223,Second by White,2.490066847426876,0.9518530647228388,0.0,1.0,0.8075134286816321,0.14502704619414764,0.011118977041508417,0.03634054808271172,1.0,0.9233491005053175,1.0,0 226 | 224,ShortMem,2.4886209326884625,0.9435618408243558,0.0,1.0,0.7974010937542426,0.1459274094627664,0.01632942524186626,0.04034207154112476,0.999452039171452,0.9073088857940635,0.6528065854181286,0 227 | 225,UsuallyCooperates,2.487246664502816,0.9634312343860099,0.0,1.0,0.773503278904512,0.18995460691974628,0.02299499337287087,0.013547120802870892,0.9335460845549735,1.0,1.0,1.0 228 | 226,Math Constant Hunter,2.4871091401970604,0.9306982511514058,7.0,1.0,0.7608359215695646,0.1706991237031186,0.03820100660273221,0.030263948124584536,0.953878676871097,0.8880951947070438,0.19890998656047254,0.5856381272707943 229 | 227,GTFT: 0.9,2.4843716338487036,0.9831091811913234,0.0,1.0,0.8106107899036219,0.1727155860325375,0.0050912075274458434,0.011582416536394824,1.0,0.8961017365668027,1.0,0.9074066272913038 230 | 228,Meta Hunter Aggressive: 7 players,2.4827905813411064,0.582470087203407,81.0,1.0,0.3862108634473854,0.19801425011587556,0.20624207626247684,0.2095328101742622,0.7933205682639102,0.7825080861248936,0.16329360766476333,0.3271074483025005 231 | 229,"Grumpy: Nice, 10, -10",2.4793784178091105,0.9625070329240604,1.0,1.0,0.8016339842026553,0.16204986716489647,0.012736879167848441,0.023579269464599845,1.0,0.9847795813294292,0.013351818552937817,0 232 | 230,Defector Hunter,2.476246206789951,0.9833817747992282,0.0,1.0,0.8065205548835778,0.17769210228400792,0.0022965724988340177,0.013490770333580315,1.0,0.9809986858441587,1.0,0 233 | 231,First by Tullock,2.4756470405607427,0.8885645161290323,15.0,1.0,0.7291605891749782,0.16071837661452162,0.045058334107309465,0.06506270010319064,0.9485518679764889,0.7664730869802376,0.6921279238330296,0.3476067658348647 234 | 232,Second by Colbert,2.4668658694049945,0.8386573698718988,44.0,1.0,0.6471301523917904,0.19190580792524242,0.07531737776427463,0.08564666191869245,0.9189498540108082,0.668637134041056,0.882682726148239,0.6302437255281697 235 | 233,Eventual Cycle Hunter,2.4598399471754693,0.9733770182260413,1.0,1.0,0.7913319755967443,0.18227299575656392,0.011604336762840877,0.0147906918838509,0.9977907348706524,0.9908367236919158,0.09388847048002469,0.11546148746393549 236 | 234,Random Hunter,2.458366783377203,0.9643307791820082,2.0,1.0,0.7844565711302454,0.1800140157643856,0.014369882257979283,0.021159530847389797,0.9935280342741349,0.9695702337474729,0.3810359788091906,0.10959503118577905 237 | 235,Cycle Hunter,2.455886319137676,0.9752220606741847,2.0,1.0,0.7874917801523058,0.18744895950498017,0.010386516957976285,0.014672743384737865,0.9948759073664175,0.980241426601918,0,0 238 | 236,Alternator Hunter,2.454955801853068,0.9877417030305456,1.0,1.0,0.7953455827675587,0.19287150531120342,0.00497825773563812,0.006804654185599713,0.9960930523865199,0.9965998949531453,0,0 239 | 237,Random: 0.9,2.4526100480008974,0.8997603833865815,44.0,0.8995564516129032,0.643627855982936,0.25620873665382693,0.0716523281172243,0.028511079246012736,0.8984637100148819,0.9015234317424717,0.9006097643793182,0.898527722148251 240 | 238,Cycler CCCD,2.4502505355844404,0.7881170482435106,65.0,1.0,0.5063501426519916,0.28211751363872933,0.145550863795325,0.06598147991395405,0.6929899210322475,0.7870064161715221,1.0,1.0 241 | 239,Arrogant QLearner,2.4452719120206603,0.944238023540078,25.5,0.9500806451612903,0.7124833790079852,0.2319341283552663,0.0382896630877677,0.01729282954898076,0.9490395229362896,0.95071511275158,0.9508498005381546,0.8269094239678942 242 | 240,Cooperator,2.444008144906564,1.0,0.0,1.0,0.802566546689356,0.19743345331064394,0.0,0.0,1.0,1.0,0,0 243 | 241,Knowledgeable Worse and Worse,2.44037883337663,1.0,0.0,1.0,0.8002149794384525,0.19978502056154748,0.0,0.0,1.0,1.0,0,0 244 | 242,Cautious QLearner,2.4397309983431112,0.9458082576356508,25.0,0.9508467741935483,0.7148910630070939,0.2310063777724823,0.038098438784446645,0.01600412043597716,0.9515477721313662,0.9499016236385951,0.953713412468814,0.8238849521248034 245 | 243,Risky QLearner,2.4383191190179048,0.9440255420183219,26.0,0.9506854838709677,0.7113283809545348,0.23296010962050126,0.03876027811683531,0.016951231308128624,0.9475055361327845,0.9484034376050997,0.9555254760570601,0.8318948982191741 246 | 244,Worse and Worse,2.437763536622519,0.9903850477681619,5.0,0.999233870967742,0.7831480966824258,0.2073312939364871,0.0072543964102635096,0.0022662129708236824,0.9905865651275776,0.9823250686434355,0.9817781891311305,0.9925230193087335 247 | 245,Hesitant QLearner,2.4338998862942764,0.9448182240375341,26.0,0.9491129032258064,0.7124705376551783,0.23241776795326793,0.038177904006881536,0.01693379038467218,0.9510942680199898,0.945403445960648,0.957252310390008,0.8043660791350392 248 | 246,Cycler CCCCCD,2.4268779754473933,0.8738041609145293,48.0,1.0,0.6058847217881022,0.26821832321441613,0.09035309842330286,0.03554385657417888,0.845111773512822,0.8867474394555833,1.0,1.0 249 | 247,Tricky Cooperator,2.4091307365156274,0.8000096035725289,70.0,1.0,0.4755597973320386,0.32393255868644716,0.15366928132776092,0.046838362653753386,0.8436540267484048,1.0,0,1.0 250 | 248,Cooperator Hunter,2.387111644890152,0.8560336292795094,55.5,1.0,0.552806768904167,0.3045177486137185,0.10778473624377295,0.03489074623834146,0.902298430741269,1.0,0,1.0 251 | -------------------------------------------------------------------------------- /assets/std_summary.csv: -------------------------------------------------------------------------------- 1 | Rank,Name,Median_score,Cooperation_rating,Wins,Initial_C_rate,CC_rate,CD_rate,DC_rate,DD_rate,CC_to_C_rate,CD_to_C_rate,DC_to_C_rate,DD_to_C_rate 2 | 0,Evolved FSM 6,2.841875,0.7796691532258064,42.0,1.0,0.7233171370967741,0.056352016129032255,0.11300665322580644,0.10732419354838708,0.9382866432883736,0.3329832078160388,0.7256640832422853,0.21158175669174123 3 | 1,EvolvedLookerUp2_2_2,2.829102822580645,0.7488506048387097,53.0,1.0,0.6684689516129033,0.08038165322580648,0.1428971774193547,0.10825221774193546,0.8619463954864042,0.4522489443786066,0.545475957793148,0.8503096606375081 4 | 2,Evolved HMM 5,2.8205040322580643,0.7458745967741935,47.0,1.0,0.6940947580645161,0.051779838709677437,0.12074213709677419,0.13338326612903229,0.9978407098279047,0.4753692398815399,0.015610899504627256,0.20565660367860072 5 | 3,Evolved FSM 16,2.817913306451613,0.7197114919354839,68.0,1.0,0.6259877016129031,0.09372379032258066,0.16447318548387105,0.1158153225806452,0.8313700158352926,0.5809823672221334,0.48441266116052123,0.36273404979446183 6 | 4,Evolved ANN 5,2.8174092741935484,0.715364314516129,49.0,1.0,0.6979745967741936,0.017389717741935474,0.10992963709677424,0.1747060483870967,1.0,0.7167919633099289,0,0.29176171484810354 7 | 5,Evolved ANN,2.8121875000000003,0.7299739919354838,50.0,1.0,0.7114433467741936,0.01853064516129032,0.1018429435483871,0.16818306451612905,0.983905374547721,0.8356532928866989,0.41808534631920274,0.05500890083777428 8 | 6,Evolved FSM 16 Noise 05,2.8065020161290324,0.7212594758064517,49.0,1.0,0.6975014112903226,0.023758064516129017,0.10854455645161296,0.17019596774193552,0.9810862486268971,0.5737358068174031,0.41357175038136135,0.06552516760254379 9 | 7,PSO Gambler 2_2_2,2.7973487903225807,0.6947421370967742,47.0,1.0,0.6207038306451612,0.07403830645161295,0.1568735887096774,0.14838427419354844,0.8705530670752759,0.3960192133403614,0.47281564587270025,0.4050274874652794 10 | 8,PSO Gambler Mem1,2.7946572580645164,0.7298175403225806,51.0,1.0,0.6876834677419355,0.042134072580645165,0.11466612903225806,0.15551633064516132,1.0,0.5199327070286462,0,0.12039323586276966 11 | 9,PSO Gambler 1_1_1,2.7945564516129036,0.70369375,55.0,1.0,0.6686848790322582,0.03500887096774191,0.12212903225806448,0.17417721774193545,1.0,0.29595838351446024,0,0.12886597723687107 12 | 10,"Omega TFT: 3, 8",2.7854334677419352,0.7295052419354838,43.0,1.0,0.717234879032258,0.012270362903225793,0.09066129032258069,0.1798334677419355,0.9996566633497748,0.16396786818675016,0.6054013776708164,0.008443505498257092 13 | 11,Evolved FSM 4,2.784546370967742,0.7831915322580645,41.0,1.0,0.6795086693548386,0.10368286290322583,0.13220887096774198,0.08459959677419357,0.9363497927982741,0.4421299566726239,0,0.7927411867651065 14 | 12,"DBS: 0.75, 3, 4, 3, 5",2.7697076612903224,0.7424911290322581,36.0,1.0,0.7139344758064518,0.028556653225806427,0.0926550403225806,0.1648538306451612,0.9841026610774135,0.793120183006464,0.2897968275473399,0.16001094108306024 15 | 13,Original Gradual,2.757721774193548,0.7903247983870968,43.0,1.0,0.7490256048387097,0.04129919354838707,0.07503225806451617,0.13464294354838702,1.0,0.3778584889054147,0.37954625164710815,0.21946887625550654 16 | 14,Gradual,2.755524193548387,0.7455179435483871,53.0,1.0,0.723848185483871,0.021669758064516105,0.08226411290322586,0.17221794354838704,1.0,0.366769119252182,0.32267621409013136,0.1403085594734962 17 | 15,PSO Gambler 2_2_2 Noise 05,2.7480443548387097,0.7266014112903226,48.5,1.0,0.6711685483870968,0.055432862903225806,0.11522298387096772,0.15817560483870968,0.849114595474943,0.5005078977698195,0.680403106621742,0.32946099244698124 18 | 16,"DoubleCrosser: (D, D)",2.7463004032258063,0.6808350806451613,189.0,1.0,0.6641647177419352,0.016670362903225797,0.10842459677419367,0.21074032258064523,0.9963236221433033,0.7996204585088998,0.288229435263954,0.00013361838588989844 19 | 17,Winner12,2.7429233870967744,0.6853439516129032,55.0,1.0,0.6473508064516129,0.03799314516129032,0.12161028225806447,0.1930457661290323,1.0,0.36379917963064423,0,0.4427146220397983 20 | 18,Fool Me Once,2.729818548387097,0.6260800403225807,67.0,1.0,0.6215586693548388,0.004521370967741938,0.1226556451612903,0.2512643145161291,1.0,0.5787937982210428,0,0 21 | 19,Second by Borufsen,2.7284576612903226,0.8048177419354838,23.0,1.0,0.7625223790322582,0.04229536290322577,0.061059677419354835,0.13412258064516128,0.9985568783827599,0.1462753558401825,0.7894265448274037,0.11577706227272679 22 | 20,"EugineNier: (D,)",2.7274798387096775,0.6486816532258064,205.0,1.0,0.6418985887096778,0.006783064516129018,0.11268064516129013,0.2386377016129031,0.9966758063797271,0,0.45039576677014687,0 23 | 21,Second by GraaskampKatzen,2.725947580645161,0.6675673387096774,55.0,1.0,0.6567405241935483,0.010826814516129024,0.10586411290322577,0.2265685483870968,0.9953137999910793,0,0.5103995255160849,0 24 | 22,Spiteful Tit For Tat,2.725493951612903,0.6692854838709678,53.0,1.0,0.6366875,0.03259798387096773,0.12122237903225803,0.20949213709677433,1.0,0,0.6671922834619406,0 25 | 23,Second by Rowsam,2.7249495967741932,0.7344217741935484,45.0,1.0,0.7055820564516129,0.028839717741935483,0.08587540322580643,0.17970282258064518,0.9239674298768584,0.7376653613219841,0.5566774888533389,0.2631927977156495 26 | 24,"BackStabber: (D, D)",2.7244052419354836,0.6420441532258064,199.0,1.0,0.6338542338709674,0.008189919354838714,0.1161693548387098,0.24178649193548404,0.9967745191391573,0.7872457062388413,0,0 27 | 25,Forgetful Fool Me Once: 0.05,2.720473790322581,0.7498199596774193,53.0,1.0,0.7177697580645162,0.0320502016129032,0.07948064516129026,0.17069939516129026,1.0,0.640049339528586,0.05069050265081003,0.050383608302873355 28 | 26,Revised Downing,2.7165322580645164,0.785873185483871,30.0,1.0,0.7310540322580645,0.05481915322580644,0.0777391129032258,0.13638770161290323,0.9799597563994107,0.7591387097241654,0.4246389142987825,0.15596331139877787 29 | 27,Meta Winner: 8 players,2.709425403225806,0.5743820564516129,197.0,1.0,0.5646038306451617,0.0097782258064516,0.1478046370967739,0.2778133064516126,0.9056063483211713,0.6275661532584729,0.04227521271906705,0.053239107001668354 30 | 28,AON2,2.7085181451612903,0.6812568548387097,50.0,1.0,0.6035338709677419,0.07772298387096778,0.14487217741935488,0.17387096774193564,0.9956663968588655,0.16254423806621934,0,0.4612695059057739 31 | 29,MEM2,2.703417338709677,0.599272379032258,79.0,1.0,0.5957292338709677,0.003543145161290324,0.12891209677419355,0.2718155241935484,0.995706136061178,0.2241343206564742,0.2666914834778475,0 32 | 30,NMWE Finite Memory: 81 players,2.697489919354839,0.5816510080645161,69.0,1.0,0.5679221774193549,0.013728830645161292,0.14354516129032255,0.2748038306451612,0.8273887314498812,0.24919479095145936,0.10085481105087599,0.07631235213386028 33 | 31,Meta Hunter: 6 players,2.6964919354838712,0.6318227822580645,61.0,1.0,0.5964824596774194,0.03534032258064515,0.13479858870967742,0.233378629032258,0.9078234617751328,0.7197539054742798,0.16065885072020156,0.09290033520720503 34 | 32,NMWE Memory One: 37 players,2.695957661290323,0.5743931451612904,78.0,1.0,0.5658324596774194,0.00856068548387096,0.14298286290322576,0.2826239919354838,0.8282486827895925,0.23778553952479448,0.12224263418227431,0.034581384866434965 35 | 33,Second by Kluepfel,2.6949596774193543,0.7443173387096774,30.0,1.0,0.7160933467741937,0.02822399193548386,0.07273427419354836,0.18294838709677413,0.9736539543371764,0.3416266877634613,0.6033904637721818,0.05709147221481802 36 | 34,NMWE Stochastic: 68 players,2.694526209677419,0.5843903225806452,69.0,1.0,0.5696086693548388,0.014781653225806445,0.14269959677419355,0.2729100806451612,0.7886297031637745,0.22165394852685205,0.12212274888204756,0.07481885657764287 37 | 35,"Michaelos: (D,)",2.6920463709677414,0.6040784274193548,209.0,1.0,0.6001256048387102,0.003952822580645154,0.1236508064516126,0.272270766129032,0.9966767599889162,0,0.17033096848299853,0 38 | 36,First by Shubik,2.691118951612903,0.7289558467741936,49.0,1.0,0.697464314516129,0.03149153225806448,0.08183911290322583,0.18920504032258073,1.0,0,0.3091434369267409,0.21296405423339373 39 | 37,Nice Meta Winner Ensemble: 217 players,2.6884375,0.5726987903225806,74.0,1.0,0.5649112903225806,0.0077875,0.14152620967741938,0.28577500000000017,0.8277823465022653,0.257560553279737,0.07289579736554781,0.03661908244196306 40 | 38,EvolvedLookerUp1_1_1,2.684375,0.6186125,74.0,1.0,0.5829379032258063,0.03567459677419358,0.13827983870967742,0.24310766129032263,0.9543457793087583,0,0.7235087414191841,0 41 | 39,NMWE Deterministic: 149 players,2.681068548387097,0.5690245967741936,76.0,1.0,0.5631979838709679,0.005826612903225805,0.14016129032258062,0.29081411290322584,0.8470398633883446,0.2658180437082087,0.0652171645577379,0.027006583048133675 42 | 40,Second by Cave,2.67828629032258,0.7982905241935484,26.0,1.0,0.7589594758064516,0.03933104838709676,0.05037016129032259,0.15133931451612895,0.9987119170371602,0.4042262264531921,0.75343970404391,0.13074072352073704 43 | 41,NMWE Long Memory: 136 players,2.6771169354838706,0.5702193548387097,76.0,1.0,0.564316129032258,0.005903225806451611,0.13852338709677417,0.29125725806451613,0.8298003531292034,0.286854478895983,0.06286671226855062,0.027291207896126227 44 | 42,CAPRI,2.6730443548387095,0.6734129032258065,52.0,1.0,0.6509788306451613,0.022434072580645135,0.09852741935483877,0.22805967741935487,1.0,0,0.6250347865999637,0 45 | 43,Second by Weiner,2.6717540322580646,0.7574582661290322,40.0,1.0,0.7343612903225806,0.023096975806451574,0.056571370967741945,0.18597036290322583,0.9994117037906752,0.21215774684218042,0.672217524492363,0.006542551792614439 46 | 44,Nice Meta Winner: 217 players,2.664848790322581,0.5786366935483871,71.0,1.0,0.5680548387096774,0.010581854838709678,0.13457298387096772,0.2867903225806452,0.8650067270086973,0.6616113997654651,0.03520487247836011,0.04306808902550071 47 | 45,TF3,2.661502016129032,0.5790350806451613,78.0,1.0,0.5734455645161289,0.00558951612903226,0.1302165322580645,0.29074838709677425,0.9337768329556774,0.6052987464809115,0.31465473128184035,0.013356340755046301 48 | 46,Grudger,2.660181451612903,0.5648125,83.0,1.0,0.5623689516129033,0.002443548387096776,0.13425766129032254,0.3009298387096773,1.0,0,0,0 49 | 47,Level Punisher,2.656814516129032,0.7300685483870968,42.0,1.0,0.7053814516129033,0.024687096774193527,0.06750665322580647,0.20242479838709668,0.990273338746646,0.8833821614101102,0.12812825586569201,0 50 | 48,"ZD-GTFT-2: 0.25, 0.5",2.6520564516129035,0.8570727822580645,0.0,1.0,0.7773060483870968,0.07976673387096779,0.04433346774193548,0.09859375000000001,1.0,0.12465052875888342,1.0,0.24658461960664488 51 | 49,GTFT: 0.1,2.651038306451613,0.8314370967741935,0.0,1.0,0.764563508064516,0.06687358870967744,0.04682822580645162,0.12173467741935481,1.0,0.09987755565287776,1.0,0.10595343214361368 52 | 50,Evolved ANN 5 Noise 05,2.6496068548387095,0.5520411290322581,116.0,1.0,0.46563447580645184,0.08640665322580651,0.20109737903225783,0.24686149193548382,0.8823834509974429,0.8587428109734649,0.633484405787323,0.31781962424631816 53 | 51,Soft Joss: 0.9,2.648800403225807,0.8312258064516129,0.0,1.0,0.7644052419354838,0.06682056451612904,0.04692379032258064,0.12185040322580648,1.0,0.10058508020202118,1.0,0.09938814942881019 54 | 52,Second by Grofman,2.647862903225806,0.7432006048387096,47.0,1.0,0.7211322580645163,0.02206834677419351,0.05702056451612902,0.19977883064516128,0.9882734958900236,0.718294008481686,0.31776688949042303,0.02973387965213103 55 | 53,Second by Tideman and Chieruzzi,2.647197580645161,0.7789252016129032,38.5,1.0,0.728582258064516,0.0503429435483871,0.06010604838709679,0.16096874999999997,1.0,0.29929014212783855,0.635756020044402,0.15224386118920988 56 | 54,SpitefulCC,2.6433366935483873,0.5653925403225807,80.0,1.0,0.5625506048387097,0.002841935483870971,0.13045302419354837,0.304154435483871,0.9893148293608797,0.6114043808911297,0,0 57 | 55,"First by Stein and Rapoport: 0.05: (D, D)",2.643004032258064,0.7503528225806452,195.0,1.0,0.7144997983870967,0.03585302419354834,0.06267419354838712,0.18697298387096783,0.9926926768464877,0.3459765092219665,0.7044987586434279,0 58 | 56,Second by WmAdams,2.641522177419355,0.7778243951612903,16.0,1.0,0.727249798387097,0.050574596774193556,0.05955504032258062,0.1626205645161289,1.0,0.4631092547038655,0.7460600708431914,0.2642747867053592 59 | 57,GTFT: 0.3,2.6412298387096773,0.8808554435483871,0.0,1.0,0.7931624999999999,0.08769294354838716,0.035520967741935486,0.08362358870967745,1.0,0.29919891588764896,1.0,0.30320275307894634 60 | 58,Second by Mikkelson,2.6386592741935484,0.7891727822580645,27.0,1.0,0.7520161290322581,0.037156653225806455,0.04287338709677418,0.16795383064516123,1.0,0.7766590517419134,0.37515769401308474,0.11760737296713675 61 | 59,"General Soft Grudger: n=1,d=4,c=2",2.6355342741935486,0.8113663306451613,40.0,1.0,0.7326076612903224,0.07875866935483876,0.062042540322580636,0.12659112903225822,1.0,0.4300747866989248,0.2810667436101114,0.3110431811531803 62 | 60,Soft Grudger,2.634052419354839,0.8109689516129033,40.0,1.0,0.7320352822580642,0.07893366935483877,0.06213649193548391,0.12689455645161302,1.0,0.4305650374114876,0.277809624446608,0.31125384830145575 63 | 61,GTFT: 0.33,2.6333366935483875,0.8863112903225806,0.0,1.0,0.7950536290322581,0.09125766129032263,0.03357862903225806,0.0801100806451613,1.0,0.33347973167677897,1.0,0.32766929463622085 64 | 62,First by Davis: 10,2.632681451612903,0.5783183467741936,69.0,1.0,0.5680858870967744,0.010232459677419339,0.126895564516129,0.29478608870967726,0.9761873841897706,0.8248086504543407,0,0 65 | 63,Resurrection,2.62125,0.7516737903225806,19.0,1.0,0.6966691532258062,0.05500463709677428,0.0708332661290323,0.17749294354838713,1.0,0,0.8531352948441467,0 66 | 64,"Limited Retaliate 3: 0.05, 20",2.6206854838709677,0.62343125,71.0,1.0,0.6051723790322578,0.01825887096774192,0.10718750000000007,0.2693812500000001,0.9399638076083372,0,0.060334590870295315,0.05495929596084752 67 | 65,Second by Leyvraz,2.6172883064516133,0.8538066532258064,18.0,1.0,0.7662354838709677,0.08757116935483875,0.04287983870967741,0.10331350806451614,0.9387860819046023,0.441912321314272,0.8170913266706518,0.47870903511084395 68 | 66,"Limited Retaliate 2: 0.08, 15",2.6164919354838707,0.6337296370967742,72.0,1.0,0.6092653225806453,0.024464314516129036,0.10528064516129033,0.2609897177419354,0.9485699436730204,0,0.07933556144324237,0.06891097296443018 69 | 67,Meta Majority Long Memory: 136 players,2.616028225806452,0.7185147177419355,44.0,1.0,0.6957056451612904,0.02280907258064515,0.061974193548387145,0.2195110887096774,0.988914476901373,0.013474386682545575,0.6935644136394201,0.0016973332451629488 70 | 68,"Alexei: (D,)",2.6155745967741932,0.7714778225806451,166.0,1.0,0.7087387096774195,0.06273911290322579,0.06509697580645175,0.163425201612903,0.9957459684553563,0,0.9976034816543781,0 71 | 69,"Memory Decay: 0.1, 0.03, -2, 1, Tit For Tat, 15",2.614707661290322,0.7464532258064516,35.0,1.0,0.7151455645161289,0.031307661290322565,0.05406169354838713,0.19948508064516138,0.9964929447632058,0.7023966273589681,0.6074841939113975,0.0033584825369283463 72 | 70,Second by Eatherley,2.613760080645161,0.8770028225806452,0.0,1.0,0.8008118951612903,0.07619092741935489,0.021780846774193546,0.10121633064516132,1.0,0.534073272144477,1.0,0.3634255840911445 73 | 71,"ZD-GEN-2: 0.125, 0.5, 3",2.611683467741935,0.8475653225806452,8.0,1.0,0.770507056451613,0.07705826612903226,0.03702641129032257,0.11540826612903231,1.0,0.5612512907857901,0.49947640959893524,0.12287016628537342 74 | 72,Second by White,2.6115826612903223,0.8290822580645161,0.0,1.0,0.7698270161290323,0.059255241935483885,0.03290483870967741,0.13801290322580637,1.0,0.6933835090257395,1.0,0 75 | 73,Second by RichardHufford,2.6114112903225806,0.5593274193548388,130.0,1.0,0.49599899193548364,0.06332842741935484,0.1703320564516131,0.2703405241935484,0.8912390938255786,0.4696429692217671,0.7925425204057477,0.05562194091493178 76 | 74,Inverse Punisher,2.611098790322581,0.6301032258064516,76.0,1.0,0.6193332661290323,0.010769959677419342,0.0954179435483871,0.2744788306451614,1.0,0,0.21082678039094588,0 77 | 75,Forgiver,2.6103629032258064,0.6284532258064516,75.0,1.0,0.620021370967742,0.008431854838709665,0.09459153225806455,0.2769552419354839,1.0,0.6378532174243586,0.06126471548564594,0 78 | 76,Tit For Tat,2.609838709677419,0.7755881048387097,0.0,1.0,0.7124629032258064,0.0631252016129033,0.06182701612903233,0.16258487903225807,1.0,0,1.0,0 79 | 77,Forgiving Tit For Tat,2.609627016129032,0.7829314516129032,0.0,1.0,0.7200699596774193,0.06286149193548393,0.0582737903225807,0.15879475806451612,1.0,0.40685143695050074,1.0,0 80 | 78,Contrite Tit For Tat,2.6093245967741936,0.7753897177419354,0.0,1.0,0.7122550403225805,0.06313467741935493,0.06184173387096777,0.16276854838709673,1.0,0,1.0,0 81 | 79,Adaptive Tit For Tat: 0.5,2.6092842741935485,0.7759409274193548,0.0,1.0,0.7127086693548386,0.0632322580645162,0.06175846774193552,0.16230060483870962,1.0,0.2137247312881788,1.0,0 82 | 80,GrudgerAlternator,2.6074193548387097,0.781591129032258,36.0,1.0,0.6374836693548387,0.14410745967741942,0.11903467741935486,0.09937419354838709,0.7838277654553188,0,1.0,1.0 83 | 81,Firm But Fair,2.605917338709678,0.8571127016129032,0.0,1.0,0.7411828629032258,0.11592983870967741,0.05968366935483872,0.08320362903225803,1.0,0,1.0,0.6681857242949542 84 | 82,"Limited Retaliate: 0.1, 20",2.605493951612903,0.6318403225806452,71.0,1.0,0.6101687499999999,0.021671572580645143,0.10157177419354839,0.2665879032258065,0.9798481530786332,0,0.08098959609950829,0.04645429466600538 85 | 83,Meta Majority: 217 players,2.6054233870967742,0.7369211693548388,39.0,1.0,0.7048050403225806,0.03211612903225805,0.05679758064516132,0.20628125000000003,0.9991645146721999,0.009989762436247539,0.7627954779437953,0 86 | 84,Doubler,2.6048790322580646,0.8119665322580645,0.0,1.0,0.7444526209677418,0.06751391129032262,0.04564939516129034,0.14238407258064512,1.0,0.6697535665022156,1.0,0 87 | 85,Once Bitten,2.601461693548387,0.7767993951612904,43.0,1.0,0.7332215725806451,0.043577822580645166,0.04462862903225804,0.17857197580645157,1.0,0.7278517963879282,0.08478960780035205,0.0510418348992974 88 | 86,Retaliate 2: 0.08,2.6009576612903222,0.6238370967741935,83.0,1.0,0.6147905241935484,0.009046572580645146,0.09516875000000001,0.2809941532258064,1.0,0,0.07169345447681623,0 89 | 87,Second by Yamachi,2.597953629032258,0.7901431451612904,23.0,1.0,0.7364104838709677,0.053732661290322614,0.0447885080645161,0.1650683467741935,0.9425986684084651,0.7317447006456852,0.6631605357771685,0.2653080765991608 90 | 88,Retaliate 3: 0.05,2.5977620967741935,0.6027808467741935,83.0,1.0,0.5959731854838708,0.0068076612903225685,0.10326895161290325,0.2939502016129033,1.0,0,0.04309673027247988,0 91 | 89,Adaptive Pavlov 2011,2.594868951612903,0.7331088709677419,58.0,1.0,0.7012225806451613,0.03188629032258062,0.05617520161290323,0.21071592741935483,0.9862799240109993,0.3024344627837301,0.571404752825465,0.022635088774162922 92 | 90,Retaliate: 0.1,2.594243951612903,0.6225379032258065,83.0,1.0,0.6115229838709677,0.01101491935483868,0.09546854838709681,0.2819935483870968,1.0,0,0.09226704668743285,0 93 | 91,Forgetful Grudger,2.593709677419355,0.632323185483871,83.0,1.0,0.6215671370967742,0.010756048387096753,0.09064495967741935,0.2770318548387097,1.0,0,0.1025152234582727,0 94 | 92,ShortMem,2.5925806451612905,0.8040941532258065,12.0,1.0,0.7508435483870968,0.05325060483870969,0.036207258064516135,0.15969858870967743,0.9993852343747115,0.7095752928350043,0.7473423203965737,0 95 | 93,"First by Tideman and Chieruzzi: (D, D)",2.5920967741935486,0.6927298387096774,211.0,1.0,0.6680729838709676,0.024656854838709653,0.07018407258064517,0.23708608870967754,0.996026700663306,0.13014479850336297,0.43690223155675584,0 96 | 94,Math Constant Hunter,2.5916834677419356,0.7539012096774194,46.5,1.0,0.6367064516129033,0.11719475806451607,0.10881451612903223,0.13728427419354836,0.8958461933368097,0.8324027710391462,0.13858069484118557,0.2208242222006752 97 | 95,Dynamic Two Tits For Tat,2.588780241935484,0.8319110887096774,7.0,1.0,0.7656229838709677,0.06628810483870971,0.03076028225806453,0.1373286290322581,0.9537830753580704,0.5001944322236017,0.6419303697351789,0.3798544885846914 98 | 96,Meta Majority Finite Memory: 81 players,2.58835685483871,0.7573010080645162,33.0,1.0,0.7056790322580645,0.05162197580645159,0.05739677419354842,0.18530221774193548,0.9999350902965495,0.09352240621602936,0.8499042872879271,0.030019461014098428 99 | 97,Second by Champion,2.586693548387097,0.8770745967741935,0.0,1.0,0.7965193548387096,0.08055524193548391,0.0185578629032258,0.1043675403225806,1.0,0.7167126174210403,1.0,0.21650588514438085 100 | 98,Adaptive Pavlov 2006,2.5858266129032255,0.7166655241935483,61.0,1.0,0.6884100806451613,0.028255443548387063,0.05943266129032259,0.22390181451612906,0.9801840705571953,0.2617455387020244,0.5760688116789341,0.05936473570957799 101 | 99,Soft Go By Majority: 5,2.583618951612903,0.7848548387096774,23.0,1.0,0.7243421370967742,0.06051270161290324,0.04902822580645161,0.16611693548387088,1.0,0.7128668391334235,0.5494855022843594,0 102 | 100,Second by Getzler,2.5832862903225804,0.7753417338709677,26.0,1.0,0.7317675403225805,0.04357419354838709,0.04102379032258067,0.18363447580645167,0.9652680837065165,0.3695398952906394,0.7034210657186151,0.12149612531748247 103 | 101,Soft Go By Majority: 10,2.582338709677419,0.8230963709677419,17.0,1.0,0.7636413306451613,0.05945504032258067,0.028366532258064514,0.14853709677419358,1.0,0.7709205326166366,0.5995815188673114,0 104 | 102,VeryBad,2.581633064516129,0.8196324596774194,15.0,1.0,0.7625546370967742,0.05707782258064516,0.028062298387096764,0.15230524193548384,0.9990229142349613,0.7850966285363906,0.6955696872116249,0 105 | 103,Soft Go By Majority: 20,2.580695564516129,0.822116935483871,18.0,1.0,0.7613189516129034,0.060797983870967735,0.029719959677419316,0.1481631048387096,1.0,0.7849632074579571,0.6146040758506459,0 106 | 104,"Stalker: (D,)",2.5795161290322577,0.83473125,147.0,1.0,0.7685889112903229,0.06614233870967734,0.027454435483870873,0.13781431451612886,0.9756108045298576,0.6612050986903992,0.773205421801742,0.13046198349025767 107 | 105,Soft Go By Majority: 40,2.5761290322580646,0.8221965725806452,17.0,1.0,0.7583673387096775,0.06382923387096774,0.03066330645161288,0.14714012096774187,1.0,0.7940751235471467,0.6116651968356388,0 108 | 106,First by Grofman,2.5749697580645163,0.8876701612903226,19.0,1.0,0.7685705645161292,0.1190995967741934,0.0389947580645161,0.07333508064516125,1.0,0.2850453621242859,0.28789835754813636,1.0 109 | 107,Second by Black,2.574435483870968,0.8537479838709677,0.0,1.0,0.781611491935484,0.07213649193548388,0.020720766129032255,0.12553124999999998,0.9745340370300609,0.7111229273182033,0.712058284939226,0.3187442891954169 110 | 108,Slow Tit For Two Tats 2,2.5690524193548385,0.8044818548387097,16.0,1.0,0.7495568548387098,0.05492499999999999,0.031206451612903204,0.16431169354838707,1.0,0.7559597803679045,0.3587109700591255,0 111 | 109,Punisher,2.569002016129032,0.6494439516129032,81.0,1.0,0.6332983870967741,0.016145564516129023,0.07956108870967743,0.2709949596774195,1.0,0,0.20749223873872005,0 112 | 110,Worse and Worse 3,2.5668548387096775,0.7808483870967742,31.0,1.0,0.7088959677419355,0.07195241935483875,0.05544395161290326,0.16370766129032258,0.876746996424561,0.5156254079826078,0.5811066207035881,0.4126516174291985 113 | 111,"Grumpy: Nice, 10, -10",2.566824596774193,0.8601756048387097,13.0,1.0,0.7732116935483871,0.08696391129032262,0.02678770161290323,0.1130366935483871,1.0,0.9759333431851823,0.036141570806345676,0 114 | 112,Nice Average Copier,2.563991935483871,0.7793844758064516,32.0,1.0,0.7070354838709678,0.07234899193548387,0.055212500000000005,0.1654030241935483,0.8777848663519393,0.5189223209955486,0.5805376621937368,0.4111800911324086 115 | 113,Soft Go By Majority,2.561008064516129,0.8157574596774193,18.5,1.0,0.7369407258064516,0.07881673387096778,0.041531854838709706,0.14271068548387097,1.0,0.8592753287085507,0.6546853675988452,0 116 | 114,Delayed AON1,2.5587096774193547,0.770964314516129,29.0,1.0,0.6415747983870967,0.12938951612903232,0.10139274193548384,0.12764294354838707,0.9977308016611466,0.11780199731408454,0,1.0 117 | 115,Second by Appold,2.557600806451613,0.778957056451613,25.0,1.0,0.7126086693548388,0.06634838709677422,0.049792540322580646,0.17125040322580642,0.9125882828942313,0.5010475607743815,0.7020291782078178,0.3110757053473684 118 | 116,Hard Tit For 2 Tats,2.5544758064516127,0.82526875,0.0,1.0,0.7599425403225807,0.06532620967741935,0.025024999999999988,0.14970624999999996,1.0,0.6798594038295664,0.3572647430183323,0.2538343340405095 119 | 117,"N Tit(s) For M Tat(s): 3, 2",2.5531653225806448,0.7929625,28.0,1.0,0.7375820564516129,0.05538044354838706,0.03358467741935482,0.17345282258064512,1.0,0.727917005808994,0.24875258553000668,0.17233396732558046 120 | 118,Hard Tit For Tat,2.5505241935483873,0.641852620967742,83.0,1.0,0.6273110887096774,0.014541532258064493,0.07779616935483875,0.28035120967741933,1.0,0,0.21705370385098927,0 121 | 119,Win-Stay Lose-Shift,2.547782258064516,0.7739528225806451,25.0,1.0,0.6439342741935485,0.13001854838709676,0.09727641129032258,0.1287707661290322,1.0,0,0,1.0 122 | 120,Appeaser,2.5464919354838713,0.773525,25.0,1.0,0.6432691532258066,0.13025584677419352,0.09747217741935481,0.1290028225806451,1.0,0,0,1.0 123 | 121,Tit For 2 Tats,2.5448084677419356,0.8528403225806451,0.0,1.0,0.7750153225806453,0.07782499999999998,0.018218548387096762,0.128941129032258,1.0,0.7522317316313393,1.0,0 124 | 122,Second by Harrington,2.538860887096774,0.685891129032258,82.0,1.0,0.5922457661290325,0.09364536290322573,0.1116022177419355,0.20250665322580635,0.9151211595318935,0.46713606624919407,0.9656267962189403,0.28394216274604756 125 | 123,Thumper,2.5336693548387097,0.6941338709677419,62.0,1.0,0.6607901209677419,0.033343749999999985,0.061330241935483885,0.24453588709677423,1.0,0,0.5681826886308111,0 126 | 124,Two Tits For Tat,2.5326512096774194,0.6633826612903225,81.0,1.0,0.6394227822580644,0.023959879032258043,0.06956088709677419,0.2670564516129033,1.0,0,0.35613654484730095,0 127 | 125,Inverse,2.5323790322580644,0.6787729838709677,79.0,1.0,0.648831451612903,0.029941532258064514,0.06608407258064522,0.25514294354838724,0.956488225808407,0,0.5803126405879913,0 128 | 126,Meta Majority Memory One: 37 players,2.531391129032258,0.7274973790322581,78.0,1.0,0.6812082661290322,0.046289112903225786,0.053609475806451576,0.21889314516129033,0.995198777263267,0.025538212313891164,0.8744889000332012,0.007006252710321157 129 | 127,Tricky Level Punisher,2.5286895161290324,0.8070709677419354,29.0,1.0,0.7030044354838709,0.10406653225806455,0.0564375,0.13649153225806449,1.0,0.9006517410842265,0.029966372160421785,0.016781862091877753 130 | 128,GTFT: 0.7,2.527217741935484,0.9460647177419355,0.0,1.0,0.8045471774193548,0.14151754032258063,0.014580241935483872,0.039355040322580664,1.0,0.7015773341108358,1.0,0.7009073316635113 131 | 129,AdaptorBrief,2.468578629032258,0.5895034274193548,120.0,0.9895564516129032,0.5398610887096773,0.04964233870967745,0.10998104838709681,0.3005155241935483,0.9614169440510546,0.29869880111215485,0.5205592881469474,0.09609668920297462 132 | 130,Eventual Cycle Hunter,2.468114919354839,0.9141713709677419,14.0,1.0,0.7497832661290323,0.16438810483870966,0.03336633064516129,0.0524622983870968,0.9975410346226482,0.9847480987521412,0.09074356465060263,0.12651328969613262 133 | 131,Second by Tranquilizer,2.4432258064516126,0.6500048387096774,87.0,1.0,0.5608580645161291,0.0891467741935484,0.1020314516129032,0.2479637096774193,0.8972088910592999,0.5580248489511982,0.9421603588775067,0.3448772876888814 134 | 132,GTFT: 0.9,2.4375806451612902,0.9805308467741936,0.0,1.0,0.7994235887096774,0.18110725806451616,0.004688709677419352,0.014780443548387097,1.0,0.8994528739518293,1.0,0.9089826234445281 135 | 133,First by Nydegger,2.4315423387096775,0.9573631048387097,14.0,1.0,0.7544907258064516,0.20287237903225808,0.031659072580645146,0.010977822580645153,0.9861263465686664,0.9616875738860903,0.7706988431953664,0.7105879354942853 136 | 134,Random Hunter,2.3837399193548388,0.9455778225806452,13.5,1.0,0.7460669354838712,0.1995108870967741,0.022825604838709674,0.03159657258064514,0.9952546396215435,0.9839892838931528,0.37060470337589546,0.13835304314197044 137 | 135,Cycle Hunter,2.3536391129032257,0.9321963709677419,12.0,1.0,0.7279090725806452,0.20428729838709683,0.02540040322580644,0.042403225806451596,0.9933477329783472,0.976335240035383,0,0 138 | 136,UsuallyCooperates,2.3504637096774195,0.9585877016129032,0.0,1.0,0.7327508064516126,0.22583689516129052,0.027481854838709692,0.013930443548387106,0.9096884080080003,1.0,1.0,1.0 139 | 137,AdaptorLong,2.341633064516129,0.43821975806451613,115.0,0.9908064516129033,0.32198608870967754,0.11623366935483868,0.20327237903225803,0.3585078629032258,0.9236978776454378,0.011924660718755217,0.012919124268984597,0.3248586837638062 140 | 138,First by Graaskamp: 0.05,2.3400000000000003,0.687933064516129,111.0,1.0,0.5141308467741935,0.17380221774193544,0.12148064516129023,0.19058629032258076,0.9289669313409327,0.762789589299278,0.8401516313256269,0.33360914305709494 141 | 139,Defector Hunter,2.339546370967742,0.9891868951612903,0.0,1.0,0.7759909274193548,0.2131959677419355,0.00022358870967741925,0.010589516129032252,1.0,0.9870174244797659,1.0,0 142 | 140,Raider,2.3363810483870973,0.4105483870967742,104.0,0.0,0.3584235887096776,0.05212479838709676,0.16742943548387104,0.42202217741935466,0.9829547824377166,0.4535250189081066,0.6355675491629413,0.29609385942890487 143 | 141,Alternator Hunter,2.326008064516129,0.9797395161290322,3.0,1.0,0.7578229838709678,0.22191653225806451,0.00806875,0.012191733870967744,0.9951567692877986,0.9957044292494464,0,0 144 | 142,Second by Gladstein,2.316048387096774,0.5579943548387096,63.0,0.0,0.4800713709677419,0.07792298387096791,0.10819032258064516,0.3338153225806451,0.8777455541295054,0.43311851767511206,1.0,0.27683863553258087 145 | 143,Second by Tester,2.315100806451613,0.5578403225806452,63.0,0.0,0.47975161290322565,0.07808870967741947,0.10845826612903231,0.33370141129032266,0.87691386674029,0.43165498783222833,1.0,0.28504280426629525 146 | 144,Hard Prober,2.310776209677419,0.39177540322580645,96.0,0.0,0.33571532258064507,0.05606008064516135,0.1739568548387097,0.43426774193548373,0.888297583365346,0.4287519866055493,0.49850643240265474,0.30697737145626375 147 | 145,Cooperator,2.3056451612903226,1.0,0.0,1.0,0.768297379032258,0.23170262096774194,0.0,0.0,1.0,1.0,0,0 148 | 146,Average Copier,2.3047479838709677,0.6418919354838709,66.0,0.5031048387096774,0.5472485887096776,0.0946433467741935,0.07575120967741931,0.2823568548387095,0.8576415926104868,0.4527664695053755,0.6599010563148442,0.31219790171458395 149 | 147,Ripoff,2.2959173387096774,0.5494983870967742,73.0,0.0,0.46854173387096754,0.08095665322580657,0.10967318548387098,0.34082842741935476,0.9337780967286157,0.4404529788449731,1.0,0.24281740150816422 150 | 148,Prober 2,2.2919254032258065,0.6932993951612904,58.0,0.0,0.5841947580645159,0.10910463709677423,0.058173185483871126,0.24852741935483882,1.0,0.6493517721200454,1.0,0.34186959838906644 151 | 149,Sneaky Tit For Tat,2.2841532258064516,0.7552413306451613,52.0,1.0,0.5530266129032259,0.20221471774193553,0.09499899193548382,0.14975967741935484,0.8905624365665202,0.5756901307768505,0.7165186850491511,0.668469275082836 152 | 150,Second by Colbert,2.2671572580645165,0.795258870967742,67.0,1.0,0.6098127016129035,0.1854461693548385,0.058087298387096864,0.1466538306451612,0.969197512708356,0.5630084688706999,0.7825183989898149,0.5777774995620342 153 | 151,First by Downing,2.242661290322581,0.293685685483871,128.0,0.0,0.25586391129032265,0.037821774193548346,0.19231794354838727,0.5139963709677418,0.8983685262172406,0.5789074185074252,0.23883622389099352,0.2867868280583977 154 | 152,Adaptive,2.2130645161290325,0.5185421370967742,122.0,1.0,0.34992096774193554,0.1686211693548387,0.16952056451612907,0.3119372983870968,0.9280559710402947,0.9472433828848528,0.07399518367536521,0.1768720184465246 155 | 153,Willing,2.191310483870968,0.9648979838709677,20.0,0.49862903225806454,0.7150562500000002,0.2498417338709676,0.0023477822580645156,0.03275423387096772,1.0,1.0,1.0,0 156 | 154,DoubleResurrection,2.186461693548387,0.4983108870967742,109.0,1.0,0.30188770161290335,0.19642318548387094,0.1948064516129032,0.3068826612903225,0.8477609166196907,0,1.0,0.17162959204774994 157 | 155,Prober,2.1783266129032257,0.37290100806451615,89.5,0.0,0.3068598790322582,0.06604112903225814,0.15748508064516137,0.46961391129032237,0.8406669450696502,0.43637537758056777,0.6926573171498032,0.22025735776825425 158 | 156,Detective,2.1697681451612905,0.4148612903225806,71.0,1.0,0.34816532258064514,0.06669596774193556,0.13500645161290306,0.4501322580645163,0.774592685700716,0.4029170241676868,0.7225972596390281,0.18491058399693847 159 | 157,Suspicious Tit For Tat,2.154012096774194,0.518214314516129,115.0,0.0,0.41098850806451614,0.10722580645161298,0.10954133064516132,0.3722443548387095,1.0,0,1.0,0 160 | 158,Remorseful Prober: 0.1,2.1395262096774195,0.44589778225806453,152.0,1.0,0.3320953629032258,0.11380241935483873,0.14718366935483876,0.4069185483870968,0.8992268122413956,0,0.9007047930379644,0.2532409094390317 161 | 159,Arrogant QLearner,2.131340725806451,0.8535076612903226,66.0,0.9504032258064516,0.6145806451612904,0.23892701612903225,0.03526693548387097,0.11122540322580646,0.9499148811767317,0.9280198735832422,0.9507396129987226,0.6107093697960954 162 | 160,Risky QLearner,2.131149193548387,0.8533445564516129,66.0,0.9513306451612903,0.6150790322580648,0.23826552419354816,0.035175806451612876,0.11147963709677412,0.9498018164662675,0.9289574760520708,0.9492746116304143,0.6133071972272485 163 | 161,Random Tit for Tat: 0.5,2.129657258064516,0.5118614919354839,97.0,1.0,0.31412217741935483,0.1977393145161291,0.17410665322580646,0.3140318548387096,0.7409701021081055,0.22443604547088383,0.8483324663664455,0.2930523673511956 164 | 162,Cautious QLearner,2.128195564516129,0.8536219758064516,67.0,0.9484274193548388,0.6139594758064515,0.2396625000000001,0.03525362903225805,0.11112439516129032,0.9498826160686815,0.9299820990285935,0.9505989111463861,0.6128008375877179 165 | 163,Hesitant QLearner,2.126370967741935,0.8521387096774193,65.5,0.9498790322580645,0.6129256048387097,0.23921310483870972,0.03511975806451611,0.11274153225806448,0.9497613636814491,0.9286269306568864,0.951027990994674,0.608617374000466 166 | 164,Worse and Worse 2,2.125594758064516,0.3103298387096774,127.0,1.0,0.17450866935483858,0.13582116935483873,0.2281846774193549,0.4614854838709679,0.7003273619484287,0.2865825751627244,0.34610134115555247,0.19202117648496161 167 | 165,Prober 3,2.1247681451612905,0.2437858870967742,149.0,0.0,0.17435846774193559,0.06942741935483884,0.21119959677419373,0.5450145161290318,0.9020698607307546,0,0.6132519924976594,0.16335418233551455 168 | 166,"First by Feld: 1.0, 0.5, 200",2.1242338709677417,0.3525344758064516,189.0,1.0,0.28592842741935504,0.06660604838709677,0.15497641129032252,0.4924891129032258,0.8777086697133636,0,0.7960276944605175,0 169 | 167,Prober 4,2.1210282258064517,0.21721068548387096,135.0,1.0,0.1766262096774193,0.040584475806451616,0.2022943548387097,0.5804949596774194,0.5693658573404154,0.3103762824132254,0.4389760440559407,0.14776789703582718 170 | 168,ZD-Mem2,2.114596774193548,0.4800102822580645,126.0,1.0,0.35890846774193547,0.12110181451612904,0.12985645161290324,0.3901332661290322,0.8763995839235628,0.15681912081479787,0.7956098111239932,0.12045296816735233 171 | 169,ALLCorALLD,2.1108165322580645,0.5973387096774193,93.5,0.5973387096774193,0.4611397177419355,0.1361989919354839,0.08125907258064517,0.32140221774193534,1.0,1.0,0,0 172 | 170,EasyGo,2.0858568548387098,0.9272247983870968,45.0,0.0,0.5792618951612901,0.34796290322580636,0.06806028225806471,0.004714919354838697,1.0,1.0,0,1.0 173 | 171,Stochastic Cooperator,2.0848487903225807,0.5530302419354839,103.0,1.0,0.3645997983870966,0.18843044354838723,0.135235685483871,0.31173407258064517,0.9345822120460585,0.22949712131857564,0.266664479875382,0.418394955125388 174 | 172,First by Tullock,2.0821774193548386,0.42915504032258067,166.0,1.0,0.3574092741935482,0.07174576612903227,0.11027641129032255,0.460568548387097,0.8227928287165615,0.5813764531246435,0.59290021454848,0.17812696855704954 175 | 173,Worse and Worse,2.0805443548387097,0.8996300403225806,77.0,0.9991129032258065,0.5791455645161292,0.32048447580645145,0.06025120967741937,0.04011875000000004,0.9162449355185766,0.8923957498010138,0.8781312621320833,0.860294601032769 176 | 174,Knowledgeable Worse and Worse,2.077439516129032,0.4974796370967742,105.0,0.9955241935483871,0.2718447580645163,0.22563487903225804,0.18990403225806457,0.3126163306451612,0.7423230626167019,0.5693298855192797,0.4723629526698967,0.3052680438939096 177 | 175,Hard Go By Majority,2.0767439516129036,0.47676612903225807,114.0,0.0,0.38504879032258055,0.09171733870967749,0.09978508064516128,0.4234487903225806,1.0,0.7576210489495945,0.7710661037692933,0 178 | 176,Opposite Grudger,2.074556451612903,0.931394556451613,40.0,0.0,0.6627266129032257,0.26866794354838713,0.004689516129032244,0.06391592741935483,1.0,1.0,1.0,0 179 | 177,Hard Go By Majority: 5,2.0733165322580644,0.4838096774193548,117.5,0.0,0.397839314516129,0.08597036290322588,0.09114939516129032,0.42504092741935484,1.0,0.6260860623468308,0.7780383884906772,0 180 | 178,Fortress3,2.0511895161290323,0.32909314516129035,106.0,0.0,0.13743205645161286,0.19166108870967727,0.24203568548387114,0.4288711693548387,1.0,0,0,0.45924110442670774 181 | 179,Fortress4,2.040211693548387,0.23081149193548386,113.0,0.0,0.08394314516129031,0.14686834677419344,0.2549006048387097,0.5142879032258065,1.0,0,0,0.2971218152876682 182 | 180,Meta Hunter Aggressive: 7 players,2.040110887096774,0.18392137096774194,126.0,1.0,0.09529758064516122,0.08862379032258064,0.23448729838709687,0.5815913306451612,0.7420268815843464,0.7315581448847999,0.14369025110181327,0.07525500373834944 183 | 181,Pun1,2.0289516129032257,0.7562096774193549,59.0,0.0,0.48596854838709685,0.2702411290322579,0.08158891129032264,0.16220141129032262,1.0,0.3013300585690798,1.0,1.0 184 | 182,First by Joss: 0.9,2.0264415322580644,0.39470504032258064,188.0,1.0,0.31862056451612897,0.07608447580645158,0.11624294354838709,0.4890520161290324,0.899909374405772,0,0.9016460348489627,0 185 | 183,Calculator,2.025866935483871,0.3021663306451613,161.0,1.0,0.23654838709677423,0.06561794354838711,0.15462741935483876,0.5432062499999999,0.9328134193509825,0,0.6250985012100186,0 186 | 184,Burn Both Ends,2.023921370967742,0.39295120967741937,188.0,1.0,0.3164030241935484,0.07654818548387102,0.1166199596774194,0.49042883064516124,0.899276207103077,0,0.8999262270160692,0 187 | 185,Naive Prober: 0.1,2.0198185483870965,0.3928895161290323,188.0,1.0,0.31674395161290325,0.07614556451612906,0.11616391129032252,0.4909465725806451,0.8996904563255873,0,0.9010706392770546,0 188 | 186,Hard Go By Majority: 40,2.0175806451612903,0.43971995967741934,135.0,0.0,0.3823780241935484,0.05734193548387097,0.0772370967741936,0.48304294354838706,1.0,0.7308511384722317,0.7306557037919692,0 189 | 187,Hard Go By Majority: 20,2.0016733870967744,0.42518125,141.0,0.0,0.3757288306451612,0.049452419354838774,0.07454455645161298,0.500274193548387,1.0,0.6864836561653953,0.7113340601735241,0 190 | 188,Meta Mixer: 217 players,1.990897177419355,0.4188348790322581,115.5,0.8192338709677419,0.23730786290322575,0.18152701612903224,0.17381451612903226,0.4073506048387097,0.6419711697391532,0.2960775845983471,0.5836318727760051,0.28217948654460734 191 | 189,Random: 0.9,1.9882963709677421,0.8998306451612903,73.0,0.9006854838709677,0.547600806451613,0.35222983870967733,0.06090302419354838,0.03926633064516128,0.8993466658021457,0.8992984441873516,0.8999126988303241,0.8991863354749896 192 | 190,Hard Go By Majority: 10,1.9856149193548385,0.40698084677419355,148.0,0.0,0.36311733870967755,0.04386350806451617,0.07594193548387107,0.5170772177419353,1.0,0.646962162059827,0.6788816557633977,0 193 | 191,Meta Winner Long Memory: 136 players,1.9841532258064516,0.045988306451612906,162.0,1.0,0.024827822580645167,0.02116048387096774,0.2389872983870969,0.7150243951612902,0.5711678860828564,0.3683758084005412,0.15791085278949615,0.04577507783781933 194 | 192,Winner21,1.9809475806451613,0.32825604838709677,201.0,0.0,0.29639697580645163,0.03185907258064512,0.104869556451613,0.5668743951612903,1.0,0,0.5431884854193744,0.19690290489678888 195 | 193,Meta Winner: 217 players,1.9737298387096773,0.04505483870967742,171.0,1.0,0.02610423387096774,0.018950604838709674,0.2353447580645163,0.7196004032258063,0.5770803054488334,0.5890045022800361,0.1454036049725279,0.034455889710695485 196 | 194,Stochastic WSLS: 0.05,1.9700100806451613,0.5529943548387096,86.0,1.0,0.2798723790322581,0.2731219758064516,0.1705925403225806,0.2764131048387097,0.949861580037846,0.05036278555882479,0.051495398119654805,0.9504786886072207 197 | 195,SolutionB5,1.969516129032258,0.37096471774193546,178.0,0.0,0.3142850806451614,0.05667963709677422,0.09974576612903233,0.5292895161290321,1.0,0,0.7806926439139328,0 198 | 196,TF2,1.9625604838709676,0.18990282258064517,198.0,1.0,0.15818104838709685,0.03172177419354833,0.16962036290322585,0.640476814516129,0.48052831600686263,0,0.5545289844062092,0.07956279741099741 199 | 197,Meta Winner Stochastic: 68 players,1.961219758064516,0.037815725806451615,161.0,1.0,0.01684455645161291,0.02097116935483873,0.23713387096774208,0.7250504032258063,0.4240289953463647,0.16761429723553004,0.0870123689776552,0.04602323787729786 200 | 198,Meta Winner Deterministic: 149 players,1.9610987903225805,0.039053024193548384,184.0,1.0,0.023905241935483885,0.015147782258064521,0.2315989919354841,0.7293479838709674,0.5853310437276288,0.7504776290131653,0.19808099192954098,0.03783873362222457 201 | 199,Cycler CCCDCD,1.9586290322580646,0.67,79.0,1.0,0.30450846774193585,0.36549153225806447,0.17865806451612876,0.15134193548387095,0.5197714726204503,0.5394436786956294,1.0,1.0 202 | 200,Random: 0.7,1.9552822580645162,0.6999254032258064,77.0,0.6979032258064516,0.3508840725806451,0.34904133064516124,0.15025282258064515,0.14982177419354847,0.7006641143871528,0.6999529124187686,0.700793076876243,0.7009591618030657 203 | 201,Meta Winner Ensemble: 217 players,1.952641129032258,0.025093951612903224,177.0,0.9412903225806452,0.012168145161290323,0.012925806451612903,0.23617762096774175,0.738728427419355,0.3626831353056831,0.18733937385059946,0.0959568183087807,0.02902795457157767 204 | 202,Meta Winner Finite Memory: 81 players,1.9498286290322582,0.029646370967741937,183.0,1.0,0.017742540322580654,0.011903830645161293,0.23138528225806435,0.7389683467741937,0.580605129716743,0.6865559257587049,0.022690216370238644,0.021209847916804074 205 | 203,Cycler CCCCCD,1.9496975806451613,0.835,71.0,1.0,0.4589806451612902,0.3760193548387101,0.10156653225806435,0.06343346774193546,0.7905116190475417,0.8648289151238902,1.0,1.0 206 | 204,"ZD-SET-2: 0.25, 0.0, 2",1.9465120967741933,0.4063532258064516,107.0,1.0,0.22044798387096776,0.18590524193548388,0.1723780241935483,0.4212687500000001,0.750310770724023,0.2490834483351803,0.49936801903579386,0.24944384534272315 207 | 205,Cycler CCCD,1.9464516129032259,0.75,83.0,1.0,0.37202822580645145,0.37797177419354855,0.14464213709677418,0.10535786290322585,0.6323199783990666,0.7610529781306357,1.0,1.0 208 | 206,Cooperator Hunter,1.9418850806451613,0.9597862903225807,44.0,1.0,0.5850030241935483,0.3747832661290324,0.03690080645161291,0.0033129032258064546,0.9539014851960655,1.0,0,1.0 209 | 207,Meta Winner Memory One: 37 players,1.9408971774193549,0.016783870967741935,203.0,1.0,0.01144697580645161,0.00533689516129032,0.23093346774193543,0.7522826612903226,0.5178646617509777,0.3301206315118096,0.04274971435053735,0.01937982203277958 210 | 208,SolutionB1,1.9303729838709678,0.9272899193548387,44.0,0.0,0.6106747983870969,0.3166151209677417,0.006798387096774176,0.06591169354838716,1.0,1.0,0.4237503388005937,0.8883393178503961 211 | 209,SelfSteem,1.9218044354838708,0.4649991935483871,86.0,0.5009274193548388,0.24742862903225812,0.2175705645161289,0.16170705645161298,0.37329375,0.7125919426254015,0.388531274387719,0.5936068960775339,0.27130370780292956 212 | 210,Random: 0.1,1.9145766129032258,0.10003608870967742,131.0,0.09762096774193549,0.026012701612903224,0.07402338709677424,0.23385645161290314,0.6661074596774194,0.10318476758619341,0.09924246384966696,0.10077634812021373,0.10025590701332636 213 | 211,Cycler CCD,1.9093951612903224,0.67,69.0,1.0,0.2886298387096777,0.3813701612903228,0.1784014112903223,0.15159858870967732,0.41348135231008526,0.6354483125591921,1.0,1.0 214 | 212,CollectiveStrategy,1.9084274193548385,0.013679637096774194,230.0,1.0,0.012525806451612827,0.0011538306451612898,0.22036572580645136,0.7659546370967745,0.4135441047696019,0,0,0.1461413992236539 215 | 213,Alternator,1.8961391129032261,0.5,92.0,1.0,0.14926471774193545,0.3507352822580645,0.23671048387096766,0.2632895161290323,0,0,1.0,1.0 216 | 214,Better and Better,1.8941229838709677,0.10038165322580646,127.0,0.0010483870967741935,0.025952822580645154,0.07442883064516127,0.2287602822580643,0.6708580645161293,0.14228090696202822,0.13064917630895023,0.08817927965037053,0.09592475591329905 217 | 215,ThueMorseInverse,1.8906754032258064,0.5,92.0,1.0,0.16949173387096772,0.3305082661290323,0.22014415322580663,0.2798558467741934,0.28842362402020083,0.3889816686556127,0.5813797404559214,0.7547547437166474 218 | 216,"ZD-Extort-2: 0.1111111111111111, 0.5",1.8889012096774194,0.25662217741935484,206.5,1.0,0.2079264112903226,0.04869576612903225,0.130425,0.6129528225806451,0.8878385805043255,0.49463346338338615,0.33388211270042534,0 219 | 217,"ZD-Extort-2 v2: 0.125, 0.5, 1",1.8876209677419356,0.25347016129032257,207.5,1.0,0.20426451612903226,0.04920564516129031,0.13139939516129032,0.6151304435483871,0.8730555701289571,0.4398204326635578,0.3737022430862544,0 220 | 218,Predator,1.882701612903226,0.08475564516129032,191.0,1.0,0.06831250000000015,0.01644314516129028,0.19034576612903228,0.7248985887096773,0.5689776676162607,0,0.22323445022326294,0.03476870172366809 221 | 219,TF1,1.8798185483870968,0.09226169354838709,198.0,1.0,0.06594697580645169,0.026314717741935435,0.19329879032258063,0.7144395161290322,0.4332382136286103,0.6123671484145508,0.37333338166295377,0.07134498855557472 222 | 220,UsuallyDefects,1.8741129032258064,0.07006310483870967,172.0,0.0,0.023680040322580625,0.04638306451612906,0.21887620967741925,0.7110606854838711,0,0,0,0.2429823904441435 223 | 221,Aggravater,1.8694959677419356,0.08029072580645161,232.0,0.0,0.07940181451612895,0.0008889112903225799,0.17774556451612908,0.7419637096774193,1.0,0,0.11201835821996152,0 224 | 222,$\pi$,1.8668749999999998,0.8155991935483871,79.0,1.0,0.32880181451612894,0.486797379032258,0.17330645161290334,0.011094354838709632,0.5883199223402268,1.0,0.8830725735306842,1.0 225 | 223,AntiCycler,1.8668145161290322,0.9,66.0,1.0,0.5073858870967743,0.3926141129032256,0.061123588709677434,0.038876411290322634,0.8225414938797504,0.8770451451174561,0.8842472004999303,0.9873173909389611 226 | 224,Win-Shift Lose-Stay: D,1.8654334677419353,0.5307215725806451,100.0,0.0,0.19802499999999995,0.332696572580645,0.20059193548387103,0.26868649193548394,0,1.0,1.0,0 227 | 225,Cycler DC,1.8644153225806452,0.5,77.0,0.0,0.1378443548387097,0.3621556451612904,0.2373651209677419,0.2626348790322581,0,0,1.0,1.0 228 | 226,Random: 0.3,1.8587903225806452,0.29970362903225806,103.0,0.30008064516129035,0.093898185483871,0.20580544354838723,0.21910524193548397,0.48119112903225786,0.3006160168017586,0.3020110602376799,0.2993174072077986,0.30094077060236085 229 | 227,Meta Minority: 217 players,1.8554334677419355,0.6541824596774194,80.0,0.0,0.17637540322580653,0.4778070564516128,0.2454387096774194,0.10037883064516122,0.43615244188439867,1.0,0.011287405659718298,0.9995720307195333 230 | 228,"ZD-Mischief: 0.1, 0.0, 1",1.855413306451613,0.09361048387096774,219.0,1.0,0.07239233870967743,0.021218145161290322,0.18343750000000003,0.7229520161290323,0.7993284225124385,0.5905959242104617,0.09924460899582772,0 231 | 229,ThueMorse,1.854929435483871,0.5,77.0,0.0,0.1648858870967741,0.33511411290322574,0.21491733870967755,0.2850826612903226,0.31641037205535333,0.3917542050602412,0.6531822635436662,0.7466366969789078 232 | 230,"ZD-Extort3: 0.11538461538461539, 0.3333333333333333, 1",1.8544556451612904,0.19356270161290323,212.0,1.0,0.15263588709677428,0.04092681451612902,0.14725322580645156,0.6591840725806452,0.8453005033481364,0.5041628354575982,0.26955829771155243,0 233 | 231,$e$,1.8541229838709676,0.7977471774193549,85.0,1.0,0.30991854838709676,0.4878286290322582,0.17921451612903222,0.023038306451612874,0.5694124671723375,1.0,0.7484765570624623,1.0 234 | 232,Tricky Cooperator,1.853820564516129,0.8392862903225806,81.0,1.0,0.389008870967742,0.45027741935483867,0.13088266129032256,0.029831048387096756,0.8795879767342215,1.0,0,1.0 235 | 233,First by Anonymous,1.852429435483871,0.4995780241935484,85.0,0.4975,0.19283508064516142,0.30674294354838727,0.19330564516129042,0.307116330645161,0.4993489265096698,0.5006779341035913,0.5001873459055453,0.5015603373332115 236 | 234,"ZD-Extort-4: 0.23529411764705882, 0.25, 1",1.8523084677419355,0.1566899193548387,217.0,1.0,0.11498991935483864,0.04170000000000001,0.16560161290322584,0.6777084677419355,0.6445015435533561,0,0.4730209856042998,0 237 | 235,Cycler DDC,1.8522681451612901,0.33,112.0,0.0,0.07804637096774189,0.2519536290322576,0.23638810483871006,0.43361189516129045,0,0,0.4243955933098388,0.6182190287590447 238 | 236,"ZD-Extortion: 0.2, 0.1, 1",1.8502822580645162,0.11394939516129032,221.0,1.0,0.08501774193548386,0.028931653225806455,0.17694314516129028,0.7091074596774193,0.6399556394482354,0.17815168833783243,0.28243404772389047,0 239 | 237,Desperate,1.850070564516129,0.36715604838709676,95.0,0.49850806451612906,0.05159092741935483,0.31556512096774203,0.26624798387096776,0.36659596774193537,0,0,0,1.0 240 | 238,Random: 0.5,1.8469254032258062,0.5000296370967742,83.5,0.4981451612903226,0.19273870967741938,0.3072909274193546,0.19255846774193558,0.30741189516129036,0.5000198591300532,0.49877440698904146,0.4998688634823886,0.5008418899415341 241 | 239,Bully,1.8334576612903226,0.6052233870967741,88.0,0.0,0.1295449596774193,0.47567842741935495,0.26211290322580644,0.1326637096774193,0,1.0,0,1.0 242 | 240,"Bush Mosteller: 0.5, 0.5, 3.0, 0.5",1.830483870967742,0.29400221774193547,116.0,0.5008064516129033,0.12796552419354842,0.16603669354838707,0.18453931451612918,0.5214584677419353,0.553842700775175,0.2822764704250765,0.2945564939711902,0.2683318804246127 243 | 241,"Gradual Killer: (D, D, D, D, D, C, C)",1.826522177419355,0.5917627016129032,85.0,0.0,0.4167743951612902,0.17498830645161279,0.041786290322580605,0.36645100806451636,1.0,0.8153986440414719,0.12926075495441325,0.15643713043477567 244 | 242,Tricky Defector,1.8243951612903229,0.41683770161290323,109.0,0.0,0.060236895161290244,0.3566008064516128,0.26509173387096785,0.31807056451612914,0,1.0,0,0.29117706087029366 245 | 243,Handshake,1.8081048387096774,0.07130604838709677,219.0,1.0,0.04051370967741946,0.03079233870967739,0.18945645161290314,0.7392375000000001,0.8825669017017567,0.9825673197716531,0,0.29120174411533134 246 | 244,Defector,1.8074596774193548,0.0,233.0,0.0,0.0,0.0,0.20213487903225788,0.7978651209677421,0,0,0,0 247 | 245,Negation,1.8018245967741937,0.6131010080645162,83.0,0.5007258064516129,0.13292137096774198,0.48017963709677414,0.2533102822580645,0.13358870967741937,0,1.0,0,1.0 248 | 246,Hopeless,1.787570564516129,0.7542995967741936,78.0,0.4997983870967742,0.24429415322580647,0.5100054435483871,0.2023002016129032,0.04340020161290321,0,1.0,1.0,1.0 249 | 247,$\phi$,1.7874798387096775,0.7185056451612903,73.0,1.0,0.22186391129032274,0.49664173387096755,0.20931028225806447,0.0721840725806452,0.44687583293621264,1.0,0.31502595306932624,1.0 250 | 248,Anti Tit For Tat,1.7808971774193547,0.6186701612903226,78.0,1.0,0.13485725806451612,0.4838129032258064,0.2482719758064518,0.13305786290322577,0,1.0,0,1.0 251 | -------------------------------------------------------------------------------- /assets/noisy_summary.csv: -------------------------------------------------------------------------------- 1 | Rank,Name,Median_score,Cooperation_rating,Wins,Initial_C_rate,CC_rate,CD_rate,DC_rate,DD_rate,CC_to_C_rate,CD_to_C_rate,DC_to_C_rate,DD_to_C_rate 2 | 0,Evolved ANN 5 Noise 05,2.489445564516129,0.4929961693548387,126.0,0.9507661290322581,0.39874213709677414,0.09425403225806447,0.19692943548387098,0.31007439516129043,0.8146881389185696,0.6307722592684483,0.43774367940994696,0.16747696505929108 3 | 1,"DBS: 0.75, 3, 4, 3, 5",2.4325,0.4033048387096774,133.5,0.9477016129032259,0.3197764112903226,0.08352842741935479,0.21958508064516147,0.3771100806451611,0.8351018922044244,0.5019355204039665,0.282513447267666,0.23797779377107064 4 | 2,Second by RichardHufford,2.4021975806451614,0.4097227822580645,132.0,0.9494354838709678,0.3071965725806452,0.10252620967741934,0.22280141129032258,0.3674758064516129,0.8195014565225615,0.15420221565756564,0.6609419487332698,0.08032754333066126 5 | 3,Revised Downing,2.380766129032258,0.3976883064516129,119.5,0.9508064516129032,0.27279516129032244,0.12489314516129034,0.2405697580645161,0.36174193548387124,0.7103453578193621,0.42388414024601767,0.38334424715330156,0.2561130179686372 6 | 4,Evolved FSM 16 Noise 05,2.376078629032258,0.44272701612903226,109.0,0.9501209677419354,0.3397141129032258,0.1030129032258064,0.19943427419354848,0.3578387096774194,0.8599069264068468,0.48985930435489317,0.4122785561695381,0.09527619350232243 7 | 5,Evolved ANN,2.3655846774193545,0.42030262096774196,134.0,0.9501209677419354,0.3525431451612905,0.0677594758064516,0.18289415322580643,0.3968032258064515,0.8134753490773933,0.620642660134051,0.29561778189738486,0.06975897501344458 8 | 6,Second by Borufsen,2.3173387096774194,0.5489209677419354,115.0,0.9478629032258065,0.42252822580645155,0.1263927419354839,0.14928104838709683,0.30179798387096785,0.9147332151841883,0.13263093139390475,0.6840585849040343,0.14620007026251708 9 | 7,First by Downing,2.311028225806452,0.2971195564516129,149.0,0.05008064516129032,0.21865846774193537,0.07846108870967741,0.23857459677419351,0.4643058467741936,0.5167644732900305,0.36960942048714945,0.2635090549398468,0.1206069972382674 10 | 8,Second by Mikkelson,2.3106048387096774,0.5643191532258065,95.0,0.9491935483870968,0.4742512096774194,0.09006794354838712,0.11287620967741938,0.3228046370967741,0.8956200996592497,0.6720922271080927,0.5021221321358784,0.3076208407420719 11 | 9,Second by Rowsam,2.3050907258064517,0.4969641129032258,98.5,0.9510887096774193,0.40097741935483877,0.09598669354838713,0.14934112903225813,0.35369475806451595,0.7961805252551156,0.6408046692476831,0.4533237674299761,0.25285782146583047 12 | 10,Level Punisher,2.300866935483871,0.4655578629032258,124.5,0.9483467741935484,0.39160604838709695,0.07395181451612902,0.14756854838709665,0.38687358870967736,0.8535158327688446,0.6393269147285703,0.35591913126422703,0.13739470849298366 13 | 11,"Omega TFT: 3, 8",2.297056451612903,0.3940622983870968,179.0,0.9510483870967742,0.32418911290322605,0.06987318548387098,0.17953669354838703,0.4264010080645159,0.8437766554615123,0.11276631077811211,0.476372255135823,0.058482732369286305 14 | 12,Evolved FSM 6,2.2962903225806452,0.4537899193548387,103.0,0.9506854838709677,0.2855467741935483,0.1682431451612905,0.22308588709677418,0.32312419354838706,0.7413983206694945,0.24719212000120766,0.6118968783319816,0.21466281010555321 15 | 13,Second by White,2.2853125,0.6793737903225806,19.0,0.9497177419354839,0.5357068548387097,0.143666935483871,0.08918749999999998,0.23143870967741942,0.9498786701623664,0.6088124514727078,0.9494652868931032,0.36219647385824894 16 | 14,"DoubleCrosser: (D, D)",2.2835383064516126,0.35106532258064516,160.0,0.9505241935483871,0.2764983870967742,0.07456693548387101,0.2014874999999999,0.44744717741935486,0.8253437248668984,0.5052552463339472,0.25735829742740307,0.05786622534664273 17 | 15,Second by Cave,2.277570564516129,0.5309018145161291,111.5,0.9528629032258065,0.4227981854838712,0.10810362903225804,0.13461068548387098,0.3344874999999998,0.9118550866710292,0.32724742807251783,0.6079956463664515,0.15423828308913448 18 | 16,Second by Tranquilizer,2.2703326612903227,0.5854451612903225,68.0,0.9488306451612903,0.44011491935483876,0.1453302419354839,0.13337963709677414,0.28117520161290327,0.8631680652578645,0.44277323162849175,0.8673313024790584,0.34517252086069045 19 | 17,PSO Gambler 2_2_2 Noise 05,2.2640322580645162,0.4523647177419355,117.0,0.9509677419354838,0.3045860887096775,0.14777862903225802,0.19976169354838716,0.3478735887096774,0.6302066708814351,0.4747935320974227,0.5921423688846911,0.27668557948430356 20 | 18,Second by Yamachi,2.2523387096774194,0.5890588709677419,77.0,0.9478225806451613,0.47347600806451634,0.11558286290322574,0.1052213709677419,0.305719758064516,0.8414971885092392,0.6287574021290941,0.5753221362226942,0.352488266160763 21 | 19,"Stalker: (D,)",2.2485887096774198,0.6013852822580645,63.0,0.9495564516129033,0.4594941532258065,0.141891129032258,0.1185516129032258,0.2800631048387098,0.9067072071055438,0.7158512569094836,0.46689187774882396,0.18785876343976649 22 | 20,Second by Kluepfel,2.243850806451613,0.4870602822580645,113.0,0.9510080645161291,0.37173608870967717,0.11532419354838709,0.15337318548387097,0.3595665322580648,0.8800072958401627,0.3088750640744404,0.6732594512027106,0.11392915201772309 23 | 21,Doubler,2.2395060483870965,0.6549941532258065,32.0,0.9518951612903226,0.5071933467741934,0.14780080645161295,0.09330443548387096,0.2517014112903227,0.9498703656739635,0.5325539196272863,0.9497776291115871,0.21320315727304326 24 | 22,Second by Harrington,2.2391431451612904,0.6468157258064516,89.0,0.9488709677419355,0.44252661290322587,0.20428911290322568,0.1396715725806452,0.21351270161290323,0.9192412240044083,0.29836160272687545,0.874734940673157,0.2896959440187117 25 | 23,"Grumpy: Nice, 10, -10",2.236945564516129,0.7227387096774194,41.0,0.9483467741935484,0.5497294354838711,0.17300927419354842,0.07713084677419355,0.2001304435483871,0.9138394535596653,0.8790124757155667,0.6219231204040769,0.5451010014792357 26 | 24,Spiteful Tit For Tat,2.234092741935484,0.23239233870967743,218.0,0.9514112903225806,0.18007399193548398,0.05231834677419355,0.23022399193548398,0.5373836693548385,0.7769230569333231,0.05014602149699552,0.23228528693746728,0.049920529062403844 27 | 25,Soft Go By Majority: 40,2.2314314516129032,0.6309360887096774,65.0,0.9482258064516129,0.5031120967741939,0.12782399193548377,0.0876752016129032,0.2813887096774192,0.9002255486640616,0.7441107809596538,0.5583945668609096,0.28176805368061575 28 | 26,"Memory Decay: 0.1, 0.03, -2, 1, Tit For Tat, 15",2.229435483870968,0.4817038306451613,124.5,0.948266129032258,0.39498225806451626,0.08672157258064518,0.13089798387096768,0.387398185483871,0.8700419409844616,0.5394677237317489,0.43260637713851374,0.1393692582553563 29 | 27,VeryBad,2.227247983870968,0.6572675403225806,63.0,0.9481451612903226,0.5185235887096774,0.1387439516129033,0.08296874999999997,0.25976370967741935,0.8995340630140619,0.7694389210265153,0.5970881099963418,0.3250800715489571 30 | 28,Soft Go By Majority: 20,2.226451612903226,0.6202971774193549,68.5,0.9503629032258064,0.498894758064516,0.1214024193548387,0.08738104838709677,0.29232177419354854,0.9030172302420111,0.7219151691006365,0.553602984450616,0.26223603340050855 31 | 29,Original Gradual,2.2257459677419353,0.4572344758064516,128.0,0.9510887096774193,0.32718326612903237,0.1300512096774194,0.17507741935483878,0.36768810483870945,0.9136892303249294,0.33693906081813707,0.2748070240158891,0.17310152588045796 32 | 30,Second by GraaskampKatzen,2.224868951612903,0.2903594758064516,215.0,0.9499596774193548,0.23361854838709678,0.056740927419354846,0.20334536290322572,0.5062951612903226,0.8136567406062114,0.04969401065545301,0.3228260018469048,0.04966868942812806 33 | 31,ShortMem,2.222953629032258,0.5971475806451613,60.5,0.9504838709677419,0.48092399193548385,0.11622358870967739,0.09476189516129033,0.3080905241935485,0.9291433279699567,0.5879417719007393,0.6471042830978789,0.25654316741747824 34 | 32,Soft Go By Majority,2.2212399193548387,0.6532072580645162,65.0,0.9502822580645162,0.511125806451613,0.14208145161290328,0.08501290322580642,0.2617798387096773,0.8994389317050553,0.7673582970431301,0.581229422739413,0.29497354244592733 35 | 33,Soft Go By Majority: 10,2.218397177419355,0.6190758064516129,68.0,0.9515322580645161,0.49938225806451597,0.11969354838709684,0.08477278225806452,0.29615141129032263,0.9107801735553326,0.6983938182663714,0.5648065336017711,0.2685489986251137 36 | 34,"BackStabber: (D, D)",2.214193548387097,0.19599899193548387,202.0,0.9511290322580646,0.14751028225806448,0.04848870967741935,0.24191935483870944,0.5620816532258067,0.7930284908069385,0.34220861697732896,0.10653896243442801,0.05270159383206665 37 | 35,Second by Eatherley,2.207479838709677,0.7506465725806452,23.0,0.9487096774193549,0.5590024193548389,0.19164415322580647,0.07020443548387097,0.1791489919354838,0.9499390427798081,0.6136103746396986,0.9499835999343479,0.491745596155643 38 | 36,"EugineNier: (D,)",2.2041935483870967,0.17579133064516128,217.0,0.9490725806451613,0.12938366935483872,0.046407661290322574,0.247634879032258,0.5765737903225806,0.7831627934096306,0.050676271432087805,0.16233309019502054,0.049887261559390925 39 | 37,Tit For 2 Tats,2.2014516129032256,0.7050921370967742,21.0,0.9489112903225806,0.5414840725806452,0.16360806451612894,0.07058729838709672,0.22432056451612908,0.949946521184736,0.6842629525206455,0.9500501411004668,0.28634082051972104 40 | 38,GTFT: 0.3,2.1972681451612908,0.6968048387096775,56.5,0.947258064516129,0.4904629032258063,0.20634193548387095,0.10548951612903229,0.1977056451612904,0.9500077236891533,0.32015383055760416,0.9506622358780121,0.319706616346264 41 | 39,GTFT: 0.1,2.1946874999999997,0.5887510080645161,80.5,0.95125,0.42166673387096787,0.16708427419354824,0.1298929435483871,0.2813560483870967,0.9496505541983268,0.14012892644175046,0.9495348161049535,0.1407217767088046 42 | 40,"ZD-GTFT-2: 0.25, 0.5",2.1927721774193545,0.6390985887096774,72.0,0.9473387096774194,0.4454453629032257,0.19365322580645158,0.12385685483870965,0.23704455645161301,0.9502255727372815,0.16198132981102084,0.9505912883806906,0.2748830272891234 43 | 41,Second by WmAdams,2.1926310483870965,0.5198572580645161,87.0,0.9527822580645161,0.374129637096774,0.14572762096774197,0.1473038306451613,0.3328389112903228,0.9461121086811749,0.2232875695763547,0.7634928717187308,0.17585477768252178 44 | 42,Soft Go By Majority: 5,2.1918346774193544,0.5526963709677419,96.0,0.9507258064516129,0.44654375,0.10615262096774188,0.10150987903225805,0.3457937500000001,0.9128758137421766,0.5795713519672329,0.5211999704196181,0.17806584998248387 45 | 43,"First by Stein and Rapoport: 0.05: (D, D)",2.1914717741935483,0.44504193548387094,157.0,0.9508064516129032,0.33454032258064514,0.1105016129032259,0.15761875,0.397339314516129,0.9153496750672643,0.07714033681762596,0.740751363226257,0.05231818380602505 46 | 44,Soft Joss: 0.9,2.191048387096774,0.5875108870967742,80.0,0.9516935483870967,0.4203737903225807,0.16713709677419364,0.12972701612903215,0.28276209677419356,0.9498313554119274,0.14002914589785517,0.9500164275107117,0.14009428480067604 47 | 45,GTFT: 0.33,2.1900604838709676,0.7116431451612903,54.0,0.9518548387096775,0.49930967741935467,0.21233346774193562,0.10126209677419352,0.1870947580645162,0.9500655976487463,0.3506467333032966,0.9508413460937473,0.35084798915007365 48 | 46,Second by Black,2.189475806451613,0.7019784274193548,20.0,0.9478225806451613,0.5312272177419354,0.17075120967741933,0.07413165322580645,0.22388991935483887,0.9037276457251755,0.683996288492764,0.7559197680842874,0.4419995058725843 49 | 47,Contrite Tit For Tat,2.189082661290323,0.5376270161290323,93.0,0.9532258064516129,0.39784032258064495,0.13978669354838716,0.13353870967741943,0.32883427419354844,0.9498620635083884,0.10613764823401539,0.9496838078844896,0.05041311717767176 50 | 48,Forgiving Tit For Tat,2.1880745967741935,0.5474441532258064,82.0,0.9533467741935484,0.40713266129032283,0.14031149193548387,0.1284796370967741,0.3240762096774192,0.9505933290719364,0.21694588779541302,0.9498190459909676,0.10028341133903129 51 | 49,Evolved FSM 4,2.187348790322581,0.5507241935483871,88.0,0.949274193548387,0.2766649193548387,0.27405927419354836,0.2273631048387097,0.2219127016129032,0.763526701438569,0.41506617594724454,0.14889476094183746,0.704965708546959 52 | 50,Gradual,2.1847177419354837,0.32628064516129035,167.0,0.9514516129032258,0.24514616935483868,0.08113447580645163,0.19431088709677427,0.47940846774193535,0.8846668893579575,0.26047146335945015,0.19773595399496974,0.10135590101193565 53 | 51,Evolved HMM 5,2.1845362903225807,0.36987379032258066,106.0,0.9506451612903226,0.20261995967741922,0.16725383064516122,0.2366177419354839,0.39350846774193565,0.841876953371839,0.3829959089763754,0.13499111879794098,0.21575177683028673 54 | 52,CAPRI,2.179858870967742,0.2757177419354839,139.0,0.9495967741935484,0.18012580645161286,0.09559193548387093,0.22842540322580648,0.4958568548387097,0.8756091746061093,0.24642333357813986,0.45523739870506397,0.05007410957269701 55 | 53,Second by Tideman and Chieruzzi,2.1774495967741934,0.49638770161290324,126.0,0.9499596774193548,0.36183951612903215,0.13454818548387096,0.14683669354838702,0.35677560483870985,0.8980454267231596,0.30516016665241835,0.6055977181333777,0.16944497676814343 56 | 54,Dynamic Two Tits For Tat,2.175,0.6774040322580646,27.0,0.949758064516129,0.5008086693548387,0.17659536290322578,0.08716411290322584,0.2354318548387098,0.8668528809970192,0.5868984513562283,0.6944474802931241,0.43954986651123756 57 | 55,Once Bitten,2.173709677419355,0.4720375,140.0,0.9508064516129032,0.38191935483870965,0.0901181451612904,0.12468709677419351,0.40327540322580646,0.9080918107461913,0.5453350349032204,0.32154721816212223,0.11877191350284312 58 | 56,Hard Tit For 2 Tats,2.172237903225806,0.6219824596774194,26.0,0.9483064516129033,0.48190262096774183,0.14007983870967744,0.08716310483870975,0.29085443548387097,0.9302028889697361,0.5613789445195763,0.5031619350651391,0.3491691858054522 59 | 57,Adaptive,2.171733870967742,0.4129151209677419,135.5,0.9518145161290322,0.2515770161290322,0.16133810483870958,0.2074965725806452,0.379588306451613,0.8028058660148766,0.7137454864373428,0.2162469478962903,0.07966246743085352 60 | 58,Hard Prober,2.171512096774194,0.3286774193548387,129.0,0.049717741935483874,0.20682137096774197,0.1218560483870967,0.2198671370967741,0.4514554435483872,0.8700612974997541,0.07528351651217144,0.6664279394350119,0.06350580885138304 61 | 59,"Alexei: (D,)",2.170866935483871,0.5130504032258064,120.0,0.9491532258064516,0.37098266129032254,0.14206774193548397,0.14307560483870965,0.3438739919354838,0.9468606243075445,0.04964759998992096,0.9455783941798569,0.050633458473330076 62 | 60,Second by Champion,2.1681754032258063,0.7522899193548387,20.0,0.953266129032258,0.5526641129032264,0.19962580645161274,0.0653570564516129,0.18235302419354812,0.9500792917295138,0.6678894539130469,0.9502836929498115,0.452829307653622 63 | 61,Forgetful Fool Me Once: 0.05,2.1671875,0.3806282258064516,139.0,0.9515725806451613,0.27922076612903235,0.10140745967741928,0.1778614919354838,0.4415102822580645,0.8999526292532415,0.47606268793952916,0.191486158651109,0.10412260902634077 64 | 62,Tit For Tat,2.166905241935484,0.5149,115.0,0.9499596774193548,0.3728489919354838,0.14205100806451623,0.1411288306451613,0.34397116935483874,0.9502169147795706,0.049550701934813667,0.9497855491124689,0.05052301894778818 65 | 63,Adaptive Tit For Tat: 0.5,2.1613508064516127,0.5140122983870967,116.0,0.9487096774193549,0.37179012096774194,0.14222217741935486,0.14071693548387101,0.3452707661290323,0.9495471876176127,0.056635552733519993,0.9499641647675053,0.05145148120515222 66 | 64,Resurrection,2.154647177419355,0.4659189516129032,169.0,0.949516129032258,0.3461010080645161,0.11981794354838708,0.14574294354838713,0.3883381048387096,0.9501894081577796,0.05044092234690427,0.700587081029876,0.049970373627846884 67 | 65,Math Constant Hunter,2.1489919354838714,0.44335362903225806,110.0,0.9511693548387097,0.22901471774193555,0.21433891129032265,0.22652681451612883,0.33011955645161306,0.7009829765638025,0.7349627481822583,0.19790081898866677,0.21222227666641083 68 | 66,Second by Weiner,2.1473790322580646,0.37457620967741934,209.0,0.949274193548387,0.3053300403225807,0.0692461693548387,0.15147923387096773,0.4739445564516129,0.8609067886177512,0.12361923752183684,0.4073942774171716,0.05439777632965304 69 | 67,Second by Grofman,2.1472479838709675,0.39000665322580647,173.0,0.9502822580645162,0.32222237903225814,0.06778427419354839,0.1427931451612903,0.46720020161290315,0.8454753230285861,0.49649524409052925,0.2705412833582143,0.10764444431193516 70 | 68,Fool Me Once,2.1466229838709676,0.12816673387096775,213.0,0.9503629032258064,0.08604213709677415,0.04212459677419357,0.2545167338709675,0.6173165322580647,0.7335204613926876,0.1736478540036096,0.08152894726789124,0.05104488168432557 71 | 69,Raider,2.146229838709677,0.37839354838709677,114.0,0.04786290322580645,0.242964314516129,0.13542923387096778,0.19949717741935488,0.42210927419354843,0.8737920188211932,0.09573973022938666,0.7505136721518382,0.12407038787001541 72 | 70,Meta Majority Long Memory: 136 players,2.1453124999999997,0.37889737903225806,213.0,0.9502016129032258,0.3037036290322581,0.07519375,0.1533032258064516,0.4677993951612902,0.8581281208903384,0.05129260146054551,0.47603350085872503,0.04978780174774724 73 | 71,Slow Tit For Two Tats 2,2.1421068548387097,0.5257814516129032,98.0,0.9483870967741935,0.4208114919354839,0.10496995967741944,0.10149838709677417,0.3727201612903226,0.9498831942831161,0.6093098806653037,0.42972583509463436,0.05073560307899871 74 | 72,Meta Hunter: 6 players,2.1393750000000002,0.27043649193548386,142.0,0.9504838709677419,0.14251290322580648,0.12792358870967746,0.24607862903225816,0.4834848790322579,0.6953952319244266,0.5296933959791312,0.2082797586027974,0.10286070756450756 75 | 73,Firm But Fair,2.1370262096774195,0.6725854838709677,75.5,0.9506451612903226,0.4285262096774195,0.24405927419354845,0.13028548387096767,0.1971290322580644,0.949550059962085,0.050238810352538646,0.9500116717841184,0.6513804162736402 76 | 74,Evolved FSM 16,2.132923387096774,0.36677862903225805,130.0,0.9499596774193548,0.13746491935483868,0.2293137096774194,0.27213124999999994,0.3610901209677419,0.5110039445576009,0.4464886904706256,0.3145714180129147,0.31340118852099685 77 | 75,EvolvedLookerUp2_2_2,2.1324495967741934,0.5192639112903226,98.0,0.9506048387096774,0.2519149193548385,0.2673489919354839,0.22384012096774206,0.2568959677419355,0.663408430968576,0.3572600155472258,0.34413727231155455,0.75934385718114 78 | 76,"N Tit(s) For M Tat(s): 3, 2",2.1322580645161286,0.5339026209677419,102.0,0.9498387096774193,0.425246370967742,0.10865625000000001,0.09797842741935477,0.3681189516129032,0.9155036900754515,0.5658962444514394,0.43187756679718414,0.19481599572540964 79 | 77,Meta Majority Finite Memory: 81 players,2.1313104838709678,0.46927137096774196,171.5,0.9513306451612903,0.3583163306451612,0.11095504032258068,0.1311735887096775,0.3995550403225807,0.9218688353037169,0.12044413512004351,0.6923633336132963,0.06112334969514994 80 | 78,Prober 2,2.1309677419354838,0.6190161290322581,85.0,0.04814516129032258,0.4367481854838709,0.1822679435483871,0.10938044354838712,0.2716034274193549,0.9497680566231226,0.3774520875925737,0.9496846058917254,0.1265210594679033 81 | 79,Prober 3,2.1294254032258064,0.24492096774193547,154.5,0.048427419354838706,0.1460274193548387,0.09889354838709674,0.2338637096774194,0.5212153225806452,0.7210731878881703,0.05072982160453422,0.523874837134955,0.05490988512550935 82 | 80,Second by Getzler,2.1279737903225806,0.5062108870967742,107.0,0.95125,0.37389032258064525,0.13232056451612903,0.12768366935483866,0.3661054435483871,0.8764443302262522,0.3195689270910612,0.6857250354148924,0.15754225488119003 83 | 81,AdaptorBrief,2.126451612903226,0.2695887096774194,200.0,0.9416532258064516,0.18517278225806455,0.08441592741935479,0.21025221774193537,0.5201590725806454,0.8239503300021138,0.15218752372827732,0.2854227753154264,0.07034651293144395 84 | 82,Forgiver,2.1254334677419355,0.23574475806451614,196.0,0.9488709677419355,0.1890393145161291,0.04670544354838711,0.19890201612903216,0.5653532258064515,0.7474584522080033,0.2528225289232918,0.1459411908107896,0.060186164967581265 85 | 83,Meta Majority: 217 players,2.1245564516129036,0.4085735887096774,209.5,0.9506048387096774,0.3211772177419354,0.08739637096774193,0.14238608870967745,0.4490403225806452,0.8872820556780873,0.05247299251173831,0.5416991469301053,0.05041132042924587 86 | 84,Evolved ANN 5,2.123961693548387,0.3228951612903226,179.0,0.9511290322580646,0.24218286290322577,0.08071229838709672,0.18004919354838714,0.4970556451612904,0.9450231669015112,0.5765522983564033,0.0502214477296732,0.07139167230809368 87 | 85,"First by Feld: 1.0, 0.5, 200",2.1222177419354837,0.3507709677419355,170.0,0.9496774193548387,0.23161612903225823,0.1191548387096773,0.19437822580645156,0.4548508064516129,0.8118710708889589,0.04996274372456983,0.7224741324852522,0.05004393421315152 88 | 86,DoubleResurrection,2.120514112903226,0.4820072580645161,110.0,0.9523387096774194,0.2826235887096776,0.19938366935483873,0.18847540322580653,0.32951733870967714,0.838713330153646,0.05074234719945,0.9503840560965953,0.14598816164411135 89 | 87,Meta Majority Memory One: 37 players,2.1178528225806454,0.4645028225806452,150.0,0.954274193548387,0.3375254032258064,0.12697741935483883,0.1429598790322581,0.3925372983870967,0.9318106146902089,0.06943931908728031,0.8046871420500645,0.057854640196100496 90 | 88,"ZD-GEN-2: 0.125, 0.5, 3",2.1161491935483867,0.6114627016129033,71.0,0.9502016129032258,0.42807822580645155,0.18338447580645162,0.11135403225806449,0.27718326612903227,0.9502633307705186,0.5567752852238228,0.5006775963778003,0.16273560304802095 91 | 89,"First by Tideman and Chieruzzi: (D, D)",2.1160887096774195,0.36419193548387097,189.0,0.9491129032258064,0.2814419354838708,0.08275000000000006,0.15898286290322577,0.4768252016129035,0.8892205210817091,0.13068436809215273,0.43764028209903344,0.05240974651389219 92 | 90,"Michaelos: (D,)",2.1157560483870963,0.10301129032258065,216.0,0.9520564516129032,0.062078629032258095,0.04093266129032261,0.25822762096774193,0.6387610887096774,0.7327043872019748,0.04982719053979213,0.08916114984124313,0.04967557420739513 93 | 91,NMWE Memory One: 37 players,2.1144052419354837,0.11774193548387096,203.0,0.9497177419354839,0.06412520161290321,0.05361673387096772,0.2598481854838708,0.6224098790322583,0.612554585024054,0.1527250026518461,0.11716097974656169,0.08509707017551704 94 | 92,TF3,2.114122983870968,0.10772520161290322,215.0,0.95125,0.0646707661290322,0.04305443548387097,0.25727439516129025,0.6350004032258065,0.5734092540457955,0.1892327603641454,0.12205508398986507,0.0519702904544028 95 | 93,First by Shubik,2.113447580645161,0.3317897177419355,159.0,0.9504435483870968,0.22851310483870965,0.10327661290322578,0.18971129032258072,0.47849899193548395,0.8911478762740689,0.04936880994023663,0.22779970635482133,0.17194646259890803 96 | 94,Meta Winner: 8 players,2.1133971774193547,0.1281445564516129,183.0,0.9493548387096774,0.06913266129032254,0.05901189516129034,0.25832036290322585,0.6135350806451613,0.6264402916344942,0.3059543937733418,0.07943285331053121,0.07809740408523307 97 | 95,Second by Appold,2.1121673387096775,0.5565193548387096,81.0,0.9490725806451613,0.37728709677419364,0.17923225806451595,0.13408891129032258,0.3093917338709678,0.769866604911605,0.4838828826681918,0.6228598662416269,0.3915847715116261 98 | 96,PSO Gambler Mem1,2.1115524193548385,0.38339737903225807,114.0,0.9487903225806451,0.24243024193548388,0.14096713709677425,0.19265927419354845,0.42394334677419343,0.9492398878684518,0.5203202515269412,0.05019700394199037,0.1584386108813253 99 | 97,NMWE Deterministic: 149 players,2.1099495967741935,0.10735806451612903,200.5,0.9535483870967741,0.05869919354838702,0.048658870967741935,0.26047681451612914,0.6321651209677419,0.6152647450070273,0.1273290277108517,0.0953095212747361,0.0657135019325949 100 | 98,MEM2,2.109677419354839,0.09383709677419355,217.5,0.9498387096774193,0.05416713709677424,0.039669959677419354,0.2604808467741935,0.6456820564516128,0.6605235828851728,0.08025303395533313,0.07206429377685382,0.05010313300199691 101 | 99,Nice Meta Winner: 217 players,2.108881048387097,0.11844193548387097,198.0,0.9518145161290322,0.06554879032258062,0.05289314516129031,0.2575685483870966,0.6239895161290324,0.6174101697463383,0.29497656964591157,0.08127379250535856,0.07314099968377998 102 | 100,NMWE Long Memory: 136 players,2.1065625,0.10742862903225807,201.0,0.9498387096774193,0.05858266129032264,0.04884596774193548,0.259665120967742,0.6329062499999999,0.6116704220681624,0.13161098716463077,0.09576924488177906,0.06582840758456265 103 | 101,Worse and Worse 3,2.1061592741935486,0.5621528225806451,83.0,0.9493548387096774,0.3733467741935484,0.18880604838709675,0.13651754032258065,0.3013296370967742,0.7253442275779479,0.5425071325651559,0.5684685835650279,0.42515265034225375 104 | 102,Nice Meta Winner Ensemble: 217 players,2.106008064516129,0.11629092741935484,192.0,0.9485483870967742,0.061448588709677426,0.054842338709677356,0.26013487903225796,0.6235741935483872,0.5982502522370576,0.14041579940469223,0.11027969512426633,0.07686572511821248 105 | 103,Prober,2.1050504032258064,0.31711290322580643,141.0,0.05145161290322581,0.19944879032258067,0.11766411290322583,0.20615624999999996,0.4767308467741936,0.8610526502972387,0.0728295462551128,0.626294993468091,0.05646274624461179 106 | 104,Grudger,2.1043951612903227,0.09333467741935483,217.0,0.9490725806451613,0.05440342741935483,0.03893124999999998,0.2585229838709678,0.6481423387096774,0.6541050370788334,0.0506141638911431,0.06793368472189981,0.04995818426246507 107 | 105,Nice Average Copier,2.10390120967742,0.5619086693548387,82.0,0.949758064516129,0.3740223790322581,0.1878862903225807,0.13621088709677417,0.30188044354838706,0.7265036638985933,0.5418122955266245,0.5696211631633479,0.430874187122474 108 | 106,First by Davis: 10,2.1022379032258067,0.11214052419354839,205.0,0.9500806451612903,0.06477943548387097,0.04736108870967741,0.2554114919354839,0.6324479838709677,0.720683736883737,0.26331591759554945,0.07122787031753704,0.05222505445905072 109 | 107,Remorseful Prober: 0.1,2.1020564516129037,0.433354435483871,133.0,0.9519354838709677,0.2861681451612902,0.1471862903225806,0.1686752016129032,0.39797036290322596,0.8588811075164575,0.054043755982178684,0.859973061502903,0.1477465080874173 110 | 108,NMWE Stochastic: 68 players,2.1008971774193546,0.15124334677419354,167.0,0.9512096774193548,0.07459556451612902,0.0766477822580645,0.2570096774193548,0.5917469758064517,0.5662884335694758,0.17776854377561518,0.1706391893512178,0.12032384647662313 111 | 109,"General Soft Grudger: n=1,d=4,c=2",2.0988709677419353,0.5490167338709677,95.0,0.9480241935483871,0.35071854838709676,0.19829818548387093,0.14833870967741938,0.3026445564516128,0.9285492153626721,0.37621225559842797,0.33669647874935366,0.2906617242782239 112 | 110,Calculator,2.098608870967742,0.4266697580645161,124.0,0.9481854838709678,0.29191411290322594,0.1347556451612904,0.1627520161290322,0.4105782258064515,0.9177417959657388,0.0501805396143104,0.8064388887777346,0.05003128374671543 113 | 111,Soft Grudger,2.0984072580645163,0.5489183467741936,96.0,0.9504435483870968,0.3505629032258062,0.19835544354838716,0.1486141129032259,0.3024675403225808,0.9281736292774282,0.3754988612184521,0.33703468101499606,0.28961914481722445 114 | 112,NMWE Finite Memory: 81 players,2.098377016129032,0.14562862903225807,175.0,0.9502419354838709,0.07174798387096774,0.07388064516129032,0.2576758064516128,0.596695564516129,0.576125943076094,0.18380375593818335,0.14558567145757978,0.1209628680447096 115 | 113,Detective,2.0974395161290325,0.36453145161290323,128.0,0.948508064516129,0.2352354838709678,0.1292959677419355,0.189044758064516,0.44642379032258067,0.8542816146514657,0.0706149125599134,0.7088881133019677,0.06031976090589667 116 | 114,First by Graaskamp: 0.05,2.0961895161290323,0.565984879032258,129.0,0.9502822580645162,0.3549760080645162,0.21100887096774193,0.14885564516129035,0.2851594758064516,0.8557535766978446,0.5694763754432285,0.6690530484219978,0.21898336012799716 117 | 115,Second by Tester,2.0961693548387097,0.47516129032258064,110.0,0.05193548387096774,0.32754395161290323,0.14761733870967744,0.14710161290322568,0.3777370967741937,0.9241567552571437,0.07729278295491228,0.9505407071729814,0.07514723294499907 118 | 116,SpitefulCC,2.095766129032258,0.09322479838709677,216.5,0.9491532258064516,0.05394919354838712,0.039275604838709656,0.25738508064516125,0.649390120967742,0.6426636218239341,0.07974421212877753,0.06753933481424942,0.050231231746145376 119 | 117,Second by Leyvraz,2.0952318548387097,0.6312614919354839,75.0,0.95,0.409728629032258,0.22153286290322588,0.12489556451612896,0.24384294354838715,0.8195184307544077,0.4586726370231585,0.8012310161883011,0.4472352720230312 120 | 118,PSO Gambler 2_2_2,2.0941733870967743,0.33558084677419353,108.0,0.9503225806451613,0.12118205645161297,0.21439879032258072,0.2662479838709677,0.39817116935483865,0.5281233562676922,0.17318204683609942,0.33644787753170724,0.4101737534283312 121 | 119,Second by Gladstein,2.0927217741935484,0.47358125,108.0,0.050201612903225806,0.32555302419354815,0.14802822580645156,0.14747721774193545,0.3789415322580648,0.9238964645442604,0.07651815656291487,0.9481805718250366,0.0762195429181869 122 | 120,GTFT: 0.7,2.0922681451612903,0.8499788306451613,31.0,0.9508467741935483,0.566619758064516,0.2833590725806453,0.06040120967741935,0.0896199596774193,0.9500826800582844,0.6802938008957404,0.951088743923589,0.6822370473470301 123 | 121,Sneaky Tit For Tat,2.0903024193548387,0.7268594758064516,57.0,0.949516129032258,0.46862701612903235,0.25823245967741926,0.1030411290322581,0.17009939516129036,0.931626643386702,0.4245794929678437,0.8530940846807473,0.45969626627417276 124 | 122,Second by Colbert,2.089929435483871,0.689065120967742,75.5,0.9523387096774194,0.4375643145161289,0.2515008064516129,0.11611189516129028,0.19482298387096786,0.9293914325095403,0.3952201225401149,0.5688992660035894,0.5364946302516974 125 | 123,Suspicious Tit For Tat,2.0893245967741936,0.472298185483871,114.5,0.05036290322580645,0.32416028225806454,0.14813790322580644,0.14727459677419347,0.3804272177419356,0.9498420001241094,0.049675957173854604,0.9498406189534364,0.04994088272823492 126 | 124,PSO Gambler 1_1_1,2.0892237903225808,0.30225665322580647,131.0,0.9505241935483871,0.18374959677419356,0.118507056451613,0.20986250000000006,0.48788084677419336,0.949817347118003,0.2510337480346705,0.05019861897303278,0.16933686003051768 127 | 125,Prober 4,2.0876108870967744,0.19257600806451614,160.0,0.9512096774193548,0.1042502016129032,0.08832580645161289,0.2420844758064518,0.5653395161290321,0.6227206225744049,0.1611600873921032,0.32756429954712,0.0781702264660424 128 | 126,Burn Both Ends,2.084838709677419,0.4102227822580645,152.0,0.9483064516129033,0.2731727822580645,0.13705000000000003,0.1681798387096774,0.421597379032258,0.8598215821507391,0.0497472376785115,0.8602047494170226,0.05031674231545495 129 | 127,Ripoff,2.081350806451613,0.46723709677419356,109.0,0.04806451612903226,0.31889758064516127,0.1483395161290322,0.148027620967742,0.3847352822580645,0.9090761316068439,0.07422534103234253,0.9471978358919644,0.07731450702105575 130 | 128,Winner12,2.0812298387096773,0.3133717741935484,137.0,0.9488709677419355,0.1968260080645162,0.11654576612903224,0.20128508064516124,0.48534314516129035,0.9500959269452917,0.05906852781893594,0.05116478812196906,0.3519426859935976 131 | 129,Random Hunter,2.0807963709677417,0.8363558467741935,47.0,0.9509677419354838,0.533423991935484,0.3029318548387097,0.07890685483870968,0.08473729838709675,0.9253633536633313,0.9128656207737154,0.6876300656001065,0.5588059877471432 132 | 130,Naive Prober: 0.1,2.0805846774193544,0.4099883064516129,152.5,0.9507258064516129,0.27310080645161294,0.13688750000000002,0.16787358870967728,0.4221381048387097,0.8601998126375031,0.04989278878806363,0.8599340185998181,0.05025080122480637 133 | 131,Worse and Worse 2,2.0795362903225802,0.3160540322580645,131.0,0.94875,0.15133366935483872,0.1647203629032258,0.23498084677419356,0.44896512096774194,0.6167567939839997,0.3070370467054217,0.3385591927251483,0.22473718960607908 134 | 132,First by Joss: 0.9,2.0793245967741933,0.40956209677419353,152.0,0.9510483870967742,0.27250887096774196,0.13705322580645152,0.1681064516129031,0.42233145161290353,0.8600388413734916,0.04965289946555455,0.8589632464985069,0.049719607978707746 135 | 133,ZD-Mem2,2.077711693548387,0.45346451612903227,119.0,0.9526209677419355,0.288348387096774,0.16511612903225814,0.16688568548387106,0.37964979838709667,0.8186778816133436,0.19770281815304994,0.7592452690903734,0.1616405980184505 136 | 134,AdaptorLong,2.0710080645161293,0.2256524193548387,135.0,0.9437903225806452,0.07942520161290324,0.14622721774193548,0.2646229838709678,0.5097245967741936,0.7323255292514593,0.06398815094148325,0.05970945788786148,0.24129431621554306 137 | 135,Adaptive Pavlov 2011,2.069264112903226,0.4095296370967742,193.5,0.9503225806451613,0.3183193548387096,0.09121028225806453,0.13182580645161304,0.4586445564516129,0.8929992495050965,0.19509885831065524,0.4255272337243172,0.06749659870476227 138 | 136,Meta Winner Long Memory: 136 players,2.065665322580645,0.09225,188.5,0.9495967741935484,0.037361895161290314,0.054888104838709637,0.26125887096774164,0.6464911290322585,0.40507100088548414,0.2179872155291372,0.0878172393483508,0.08014069316087255 139 | 137,EvolvedLookerUp1_1_1,2.061199596774194,0.17894193548387097,205.0,0.9502016129032258,0.11086209677419359,0.06807983870967742,0.2266804435483872,0.5943776209677417,0.7654172160693957,0.05043292375384247,0.24474080074580384,0.0503456435943855 140 | 138,Meta Winner Deterministic: 149 players,2.0603629032258066,0.08611471774193548,200.0,0.9495967741935484,0.03627721774193547,0.04983749999999996,0.25979536290322564,0.654089919354839,0.39847927452246584,0.27551788975687425,0.0825145302359679,0.07124626053516943 141 | 139,First by Tullock,2.059868951612903,0.39324677419354837,167.0,0.9501612903225807,0.274971370967742,0.11827540322580647,0.15702217741935479,0.4497310483870967,0.7268839559479779,0.446436680065281,0.42410197368389563,0.24065836321975184 142 | 140,Meta Winner: 217 players,2.0596875,0.09151189516129032,196.0,0.9498790322580645,0.0384328629032258,0.05307903225806452,0.2591004032258065,0.6493877016129033,0.4150369389498466,0.2710833570058114,0.08485147375478849,0.0753964961704492 143 | 141,Average Copier,2.0586693548387096,0.520758064516129,88.0,0.4983064516129032,0.33707681451612925,0.18368125,0.14205786290322592,0.3371840725806449,0.6997784636290558,0.5085716319678572,0.542394661056044,0.38988993587990994 144 | 142,Meta Hunter Aggressive: 7 players,2.058094758064516,0.22883104838709678,136.5,0.951733870967742,0.0969457661290323,0.1318852822580645,0.24918225806451608,0.5219866935483871,0.5827259812620073,0.5349899644684329,0.15407985887150916,0.110820750966512 145 | 143,Adaptive Pavlov 2006,2.0551713709677424,0.3815647177419355,190.0,0.9496774193548387,0.2885120967741937,0.09305262096774196,0.14235846774193556,0.4760768145161288,0.871528248341458,0.15254649413620103,0.4472261251935592,0.06631418667211482 146 | 144,Fortress4,2.0513004032258064,0.23521693548387096,126.0,0.04907258064516129,0.07824153225806457,0.1569754032258064,0.26296552419354846,0.5018175403225806,0.7096969877298817,0.08500579096599126,0.06912202848171325,0.2572859953864203 147 | 145,First by Nydegger,2.0511592741935485,0.87139375,52.0,0.9497983870967742,0.5314512096774194,0.33994254032258053,0.08228447580645157,0.046321774193548354,0.8992606901377368,0.8548148543787761,0.7163563786025523,0.6248423412160012 148 | 146,AON2,2.0508870967741935,0.33715625,113.0,0.9494354838709678,0.13868306451612905,0.1984731854838709,0.24270584677419355,0.42013790322580646,0.8645735989295382,0.061183635913092733,0.051942667785166825,0.4160529174993032 149 | 147,Meta Winner Finite Memory: 81 players,2.050806451612903,0.0776054435483871,204.0,0.951733870967742,0.030805443548387077,0.04679999999999997,0.25933366935483865,0.6630608870967744,0.3694405658307098,0.2365817693688698,0.06001992649745977,0.06425681400573377 150 | 148,Knowledgeable Worse and Worse,2.050473790322581,0.4975883064516129,99.0,0.9473790322580645,0.2541020161290322,0.24348629032258082,0.1964298387096774,0.3059818548387096,0.6890560931740833,0.5716812226592498,0.4372650983759589,0.33214118099565376 151 | 149,"Limited Retaliate 3: 0.05, 20",2.0484677419354838,0.16349858870967743,173.0,0.9508870967741936,0.0942616935483871,0.06923689516129033,0.23213608870967756,0.604365322580645,0.6601101792676518,0.06828627452678923,0.11128522427595314,0.0958302721768639 152 | 150,Meta Winner Stochastic: 68 players,2.048407258064516,0.08790625,186.0,0.9500806451612903,0.03149818548387098,0.05640806451612905,0.2599284274193549,0.6521653225806451,0.3050050590424005,0.1443559275702109,0.10429405728993164,0.08309099482119825 153 | 151,Meta Winner Memory One: 37 players,2.046633064516129,0.06526350806451613,214.0,0.9494354838709678,0.02448588709677422,0.04077762096774196,0.25959677419354826,0.6751397177419356,0.3022749273396445,0.11833819492315545,0.05896764452642136,0.05762744257994121 154 | 152,Meta Winner Ensemble: 217 players,2.045252016129032,0.07613951612903226,198.0,0.8985887096774193,0.026577620967741925,0.049561895161290316,0.26088427419354837,0.6629762096774194,0.24864499882015864,0.11563925535030038,0.095695773837829,0.07202018422633555 155 | 153,Inverse Punisher,2.043477822580645,0.17628629032258064,197.0,0.95,0.11669616935483876,0.059590120967741904,0.21753044354838696,0.6061832661290324,0.8436242874400313,0.04957918762708415,0.22702760756891427,0.0498912289322841 156 | 154,Inverse,2.040413306451613,0.32195120967741936,184.0,0.9511290322580646,0.22267883064516136,0.09927237903225807,0.17379153225806454,0.5042572580645159,0.8204166076385913,0.04979282275383503,0.5782693309315413,0.050074570988099504 157 | 155,Retaliate 3: 0.05,2.0402419354838712,0.13032681451612904,218.0,0.9503629032258064,0.08755624999999993,0.042770564516129005,0.2271614919354837,0.6425116935483874,0.7289389237219942,0.05050931832281049,0.07911079824606136,0.052888395979349447 158 | 156,First by Grofman,2.038951612903226,0.6943461693548387,69.0,0.9502016129032258,0.4160344758064516,0.2783116935483872,0.12102157258064511,0.18463225806451625,0.9496746072235527,0.3070141009042634,0.3070359418166687,0.9497748725323232 159 | 157,Fortress3,2.0370262096774194,0.3221804435483871,112.0,0.05,0.11928245967741939,0.20289798387096772,0.2501272177419355,0.4276923387096774,0.7978334411607025,0.0906623673937981,0.0829531116119548,0.39680097754100724 160 | 158,Hard Go By Majority: 40,2.0357661290322584,0.4440953629032258,124.0,0.050806451612903224,0.3418981854838711,0.10219717741935479,0.11318487903225803,0.4427197580645162,0.8377001326262848,0.5426758114430522,0.4070933902010655,0.16195101056636207 161 | 159,Hard Go By Majority: 5,2.0335483870967743,0.4550913306451613,125.0,0.04967741935483871,0.3500760080645162,0.10501532258064512,0.11024778225806454,0.43466088709677414,0.865236290250988,0.47477682598932885,0.47139816263197304,0.13645991112751182 162 | 160,Random Tit for Tat: 0.5,2.0326512096774194,0.47923991935483873,97.0,0.9496370967741935,0.25855443548387086,0.2206854838709678,0.18435282258064523,0.33640725806451605,0.7264479938135422,0.23118884159238498,0.7560546105213045,0.285929326196118 163 | 161,CollectiveStrategy,2.0304838709677417,0.05680020161290322,219.0,0.9502822580645162,0.019201814516129033,0.03759838709677421,0.25816290322580665,0.6850368951612902,0.12130818651807808,0.051581921711894727,0.050583326686010455,0.05232302629571893 164 | 162,"Limited Retaliate 2: 0.08, 15",2.028659274193548,0.19148870967741935,164.0,0.9502822580645162,0.11186350806451623,0.07962520161290318,0.22124838709677427,0.5872629032258063,0.6686334249011147,0.07134980095273218,0.1268628138234012,0.1093932897022706 165 | 163,Retaliate 2: 0.08,2.027883064516129,0.15279495967741935,217.5,0.9492338709677419,0.1071141129032258,0.04568084677419352,0.21491310483870968,0.632291935483871,0.7550279611518905,0.04987086180885761,0.09181768915404254,0.05578294900969504 166 | 164,Hard Go By Majority: 20,2.027439516129032,0.42759798387096776,131.0,0.051008064516129034,0.3315715725806452,0.09602641129032263,0.11523205645161297,0.4571699596774192,0.8347613650451509,0.5162581205898692,0.39899625343889933,0.15660759871836008 167 | 165,Hard Go By Majority,2.0267741935483867,0.4598207661290323,117.0,0.05096774193548387,0.34783911290322583,0.1119816532258065,0.11068306451612901,0.4294961693548387,0.8489806401967198,0.5656548035809429,0.4210412779383368,0.17319371508535988 168 | 166,Thumper,2.0264818548387096,0.3503020161290323,179.0,0.9480241935483871,0.25477520161290323,0.09552681451612899,0.15318447580645161,0.4965135080645162,0.910592633407728,0.04993215312587569,0.5235730933351621,0.05020415685686784 169 | 167,Aggravater,2.0238407258064517,0.058855241935483874,220.0,0.05032258064516129,0.021729435483870973,0.0371258064516129,0.2548203629032258,0.6863243951612903,0.20992693478842817,0.04979627057798794,0.05909535938748344,0.049942283826960254 170 | 168,GrudgerAlternator,2.023588709677419,0.5200344758064516,95.0,0.9495564516129033,0.20209717741935487,0.3179372983870967,0.23414999999999997,0.24581552419354838,0.30090244673825767,0.050035752521489674,0.9497347158176708,0.9501653883733212 171 | 169,Punisher,2.022641129032258,0.2454,214.5,0.9483064516129033,0.18673125000000002,0.05866875000000005,0.1769167338709678,0.5776832661290321,0.8261300678000862,0.050965733235136305,0.22493983281387223,0.04981745050717916 172 | 170,"Limited Retaliate: 0.1, 20",2.0212701612903228,0.1913288306451613,173.5,0.947258064516129,0.11913447580645159,0.07219435483870967,0.21382278225806453,0.5948483870967741,0.7049566613928117,0.06741582808714848,0.12533196456197176,0.093513781821941 173 | 171,Hard Go By Majority: 10,2.020110887096774,0.4049068548387097,144.0,0.04830645161290323,0.3164362903225807,0.08847056451612903,0.11949979838709687,0.47559334677419346,0.8268253281816679,0.4704149802921414,0.38104930148403476,0.1440906858499107 174 | 172,Retaliate: 0.1,2.018961693548387,0.16512358870967742,217.0,0.9506451612903226,0.11723568548387105,0.047887903225806425,0.208058064516129,0.6268183467741935,0.7679448541078889,0.050211499221939036,0.10238624088482742,0.05691274040923997 175 | 173,Forgetful Grudger,2.017913306451613,0.1856258064516129,212.0,0.9493951612903225,0.13056229838709674,0.0550635080645161,0.20296854838709674,0.6114056451612905,0.8198655902822032,0.0495914493136255,0.16098392124379063,0.04978986092300872 176 | 174,UsuallyDefects,2.0154334677419357,0.1395788306451613,156.0,0.049193548387096775,0.04438286290322582,0.09519596774193548,0.2554733870967743,0.6049477822580643,0.04933769361666809,0.12443067672997869,0.04991059752138531,0.2491041124180111 177 | 175,Pun1,2.014576612903226,0.7305637096774193,44.0,0.04959677419354839,0.445445564516129,0.28511814516129025,0.10183366935483869,0.1676026209677421,0.950172376855993,0.26390630939560167,0.9500220417535453,0.8231651622747297 178 | 176,Defector,2.0143346774193547,0.049800201612903224,220.0,0.05185483870967742,0.013415927419354833,0.03638427419354835,0.2562594758064514,0.6939403225806454,0.04942293142655902,0.050860300350855495,0.05026364011141608,0.04979902287927842 179 | 177,SolutionB5,2.014022177419355,0.33331229838709675,161.5,0.04975806451612903,0.21873024193548388,0.11458205645161286,0.17287479838709685,0.4938129032258065,0.9166301465754264,0.04947531791870497,0.6148960253034035,0.05025067907089646 180 | 178,Two Tits For Tat,2.011209677419355,0.29272681451612903,213.0,0.9470564516129032,0.21953145161290322,0.07319536290322574,0.16210987903225804,0.5451633064516129,0.8582418077692925,0.05013183220438938,0.31004003807164426,0.050123748179254524 181 | 179,GTFT: 0.9,2.00046370967742,0.9165223790322581,21.0,0.9490322580645161,0.5855143145161292,0.33100806451612885,0.040497983870967744,0.04297963709677422,0.9500893985873065,0.8600519490197869,0.9491785952744036,0.8597445120727 182 | 180,Predator,1.9985987903225808,0.09950846774193549,210.0,0.9500403225806452,0.042532661290322536,0.05697580645161296,0.24276814516129036,0.6577233870967741,0.29354046110609106,0.05375517742004842,0.15492781051787397,0.0565644132330624 183 | 181,Random: 0.1,1.995766129032258,0.14026592741935484,148.5,0.14205645161290323,0.04131512096774193,0.0989508064516129,0.2530953629032259,0.6066387096774193,0.1404438423076107,0.14011184269929852,0.13988522581503038,0.14053415827914403 184 | 182,Stochastic Cooperator,1.9955745967741936,0.49529596774193546,95.5,0.9503629032258064,0.2726542338709679,0.22264173387096783,0.16804173387096769,0.33666229838709666,0.8911097664490065,0.25597244145397946,0.2904213662189419,0.42788907132754067 185 | 183,Hard Tit For Tat,1.9955443548387095,0.22613004032258063,218.0,0.9496774193548387,0.17045362903225808,0.0556764112903226,0.1779487903225806,0.5959211693548387,0.7981483060168497,0.0498455207804065,0.17815940789437354,0.05046216724087573 186 | 184,Willing,1.9937096774193548,0.8701163306451613,20.0,0.49850806451612906,0.5640098790322582,0.3061064516129031,0.04306048387096774,0.08682318548387097,0.9499963907560721,0.9506786400061854,0.950357382028873,0.05187315440706837 187 | 185,Meta Mixer: 217 players,1.9868245967741935,0.4119788306451613,115.0,0.788024193548387,0.20623004032258072,0.20574879032258073,0.19469637096774187,0.3933247983870968,0.5846103190568315,0.32479030069289505,0.5304460693409508,0.3125202580529648 188 | 186,Better and Better,1.986703629032258,0.14046270161290322,147.5,0.05137096774193548,0.04103125,0.09943145161290326,0.25102620967741934,0.6085110887096774,0.1616275596625838,0.15893590808730962,0.13399420537456888,0.1374122895563084 189 | 187,TF1,1.9803125,0.12943366935483872,205.0,0.947741935483871,0.06474637096774198,0.06468729838709683,0.22907036290322574,0.6414959677419354,0.39855568850685447,0.23206035006869205,0.1555331479249683,0.08033259257995481 190 | 188,"ZD-Extort-2 v2: 0.125, 0.5, 1",1.9796874999999998,0.3152413306451613,155.0,0.9504838709677419,0.2022826612903226,0.11295866935483868,0.17175967741935483,0.5129989919354838,0.8382649724143264,0.4436601271670421,0.3878374387165938,0.050088488952272484 191 | 189,"ZD-Extort-2: 0.1111111111111111, 0.5",1.9783870967741934,0.32194939516129034,151.0,0.9500806451612903,0.20746532258064523,0.11448407258064507,0.1701832661290323,0.5078673387096775,0.8502323080192473,0.5004863096004215,0.3509968377499607,0.050363192596428075 192 | 190,"ZD-Mischief: 0.1, 0.0, 1",1.974264112903226,0.20193165322580645,162.0,0.9491129032258064,0.11187036290322586,0.09006129032258063,0.21029758064516124,0.5877707661290322,0.7689980563687356,0.5899832815414443,0.14010805088560507,0.049994131661522265 193 | 191,Cycle Hunter,1.9728830645161293,0.823683064516129,48.0,0.9504435483870968,0.5043296370967743,0.3193534274193548,0.07049818548387096,0.10581874999999996,0.9401697137389348,0.9124855740378356,0.5515122734706615,0.268348647303328 194 | 192,"ZD-SET-2: 0.25, 0.0, 2",1.97125,0.4136820564516129,109.0,0.9489516129032258,0.20748205645161277,0.20620000000000002,0.19000322580645165,0.39631471774193555,0.7246324760108181,0.2741898346235948,0.5008986079483482,0.27480266782311336 195 | 193,"ZD-Extort-4: 0.23529411764705882, 0.25, 1",1.9680342741935484,0.2097497983870968,185.0,0.9499596774193548,0.11787721774193552,0.0918725806451613,0.20610504032258056,0.5841451612903227,0.6308736855778434,0.05012257936363483,0.4732517648694223,0.050057523898396704 196 | 194,Worse and Worse,1.9654334677419356,0.8597147177419355,56.0,0.9510483870967742,0.5019181451612903,0.3577965725806451,0.0792695564516129,0.06101572580645161,0.8697481849240173,0.8566579496422337,0.8464747434559382,0.8362798878650892 197 | 195,Hesitant QLearner,1.9649798387096773,0.8743030241935484,44.0,0.9031451612903226,0.5344985887096774,0.3398044354838711,0.05914717741935482,0.06654979838709674,0.9048469689647382,0.900126614737039,0.9051856397827546,0.7301131794427336 198 | 196,Cautious QLearner,1.9647983870967742,0.8749266129032258,44.0,0.9075,0.5349506048387096,0.3399760080645161,0.058817540322580644,0.06625584677419355,0.9055433118140094,0.9001081620988846,0.9048916921791939,0.7311350320384774 199 | 197,Arrogant QLearner,1.9639213709677419,0.8747830645161291,44.0,0.9055241935483871,0.5347689516129033,0.34001411290322575,0.05883427419354837,0.0663826612903226,0.9048179758045792,0.9001505587886676,0.9058271445815338,0.7314993782453288 200 | 198,ALLCorALLD,1.9633266129032259,0.5043747983870968,96.0,0.5893951612903225,0.286998185483871,0.21737661290322582,0.15203266129032264,0.3435925403225804,0.9497379180228245,0.9496142373804398,0.05025504474585788,0.05028736250210657 201 | 199,"ZD-Extort3: 0.11538461538461539, 0.3333333333333333, 1",1.961350806451613,0.272960685483871,157.0,0.9503225806451613,0.16771290322580637,0.10524778225806451,0.18329213709677417,0.5437471774193549,0.8110198223309676,0.49878900243468205,0.2919686631150835,0.05018994184319681 202 | 200,Risky QLearner,1.960826612903226,0.8751213709677419,45.0,0.9033870967741936,0.5332046370967741,0.3419167338709678,0.058895766129032266,0.0659828629032258,0.905019049740439,0.9002731303697571,0.9039671990524564,0.7355356920624139 203 | 201,TF2,1.9585181451612903,0.20630987903225806,167.0,0.9493145161290323,0.11323104838709688,0.09307883064516133,0.2057413306451614,0.5879487903225804,0.4962614738809391,0.0642870719229375,0.39226633138366807,0.10248564385247003 204 | 202,"ZD-Extortion: 0.2, 0.1, 1",1.9584173387096775,0.17572358870967741,184.5,0.9501209677419354,0.09602358870967746,0.07970000000000005,0.21198790322580632,0.6122885080645162,0.6258844137330923,0.2134638513121376,0.30232213667341207,0.04998370684598935 205 | 203,Tricky Level Punisher,1.9520262096774195,0.563164314516129,77.0,0.9505645161290323,0.3261314516129032,0.23703286290322578,0.1349582661290323,0.30187741935483875,0.922146647304355,0.8206227091438121,0.23125319884475784,0.10400368866678272 206 | 204,SelfSteem,1.9464919354838708,0.4697921370967742,89.0,0.5008064516129033,0.23565745967741938,0.23413467741935487,0.17760201612903223,0.35260584677419354,0.7358967167057721,0.3894294247720375,0.5944507941080988,0.27180911503727523 207 | 205,Opposite Grudger,1.9411290322580643,0.9389155241935484,19.0,0.05370967741935484,0.5796183467741937,0.3592971774193548,0.0352735887096774,0.025810887096774187,0.9495598772362756,0.9479486816709751,0.9498550677025696,0.7828973839685701 208 | 206,Alternator Hunter,1.9408266129032257,0.9355774193548387,21.0,0.9479435483870968,0.5758887096774195,0.35968870967741934,0.03718971774193551,0.02723286290322579,0.9476460478332082,0.9470261013050528,0.9150142524872955,0.8672224038823513 209 | 207,Random: 0.7,1.9386592741935482,0.6799177419354838,70.0,0.6779032258064516,0.33150866935483847,0.34840907258064546,0.15606754032258058,0.16401471774193546,0.6795442904067487,0.6797821066455018,0.6794027381977215,0.6803889492290794 210 | 208,Winner21,1.9378326612903227,0.26420665322580644,207.0,0.051774193548387096,0.1886145161290323,0.07559213709677426,0.15902379032258074,0.5767695564516128,0.9504435742886344,0.04994025346055258,0.2980767163335139,0.05634077111964553 211 | 209,Cycler CCCD,1.9375403225806451,0.7249328629032258,68.0,0.9508467741935483,0.35485100806451614,0.37008185483870976,0.14952036290322576,0.12554677419354845,0.6242509331927738,0.7019884832005409,0.9084006267193306,0.9079714135843421 212 | 210,Win-Stay Lose-Shift,1.9363911290322582,0.5337173387096774,82.0,0.9494354838709678,0.2494068548387096,0.2843104838709677,0.18058971774193547,0.28569294354838726,0.9502529918928493,0.04987321094850535,0.04994917140595054,0.9501216909362015 213 | 211,Defector Hunter,1.935141129032258,0.9485264112903226,17.0,0.9521370967741936,0.587504435483871,0.36102197580645146,0.031026612903225805,0.02044697580645159,0.9501307365670257,0.9490157557288933,0.9504363755889453,0.9271318587460836 214 | 212,Handshake,1.934334677419355,0.16106149193548386,193.0,0.9500806451612903,0.07521330645161288,0.08584818548387106,0.21797842741935475,0.6209600806451613,0.6173558787692768,0.411986387368488,0.08406876993134121,0.07703255657562735 215 | 213,Appeaser,1.9340524193548387,0.5342941532258064,82.5,0.9507258064516129,0.24966794354838717,0.28462620967741953,0.17994233870967724,0.285763508064516,0.9507733633747935,0.049895495166754886,0.05039640988909155,0.9503653754397452 216 | 214,Eventual Cycle Hunter,1.9335282258064515,0.9293207661290322,24.0,0.9513709677419355,0.5690965725806452,0.36022419354838714,0.039171572580645166,0.031507661290322585,0.9473546489216923,0.9465566790636124,0.7481974315757685,0.6077684044614476 217 | 215,Random: 0.9,1.9308467741935482,0.8599822580645161,54.0,0.8626209677419355,0.49056391129032245,0.3694183467741937,0.07987197580645167,0.060145766129032226,0.8603923378139835,0.8594164384316723,0.8595471694328138,0.8594488385604712 218 | 216,Cycler CCD,1.9298689516129033,0.6529193548387097,70.0,0.94875,0.2865836693548388,0.36633568548387074,0.18077762096774194,0.16630302419354845,0.4501439142306751,0.5770224219407187,0.9069041636661508,0.9018515700416565 219 | 217,Cooperator,1.9288004032258064,0.9499008064516129,18.0,0.9491129032258064,0.5856137096774195,0.36428709677419346,0.030895161290322597,0.019204032258064538,0.9498200204334665,0.949641825893137,0.9495456985728429,0.9515197519431156 220 | 218,Delayed AON1,1.927217741935484,0.5054256048387097,86.0,0.9503629032258064,0.21448245967741933,0.29094314516129055,0.19678588709677403,0.2977885080645161,0.8970294823914438,0.05598801160128756,0.052030507685611495,0.9499324292239391 221 | 219,Alternator,1.9263608870967743,0.501190120967742,90.0,0.9491532258064516,0.16481290322580633,0.33637721774193535,0.23413165322580654,0.2646782258064516,0.05021749463516282,0.0499227690676725,0.9505984107757085,0.9498067326141126 222 | 220,Cycler CCCDCD,1.9263306451612905,0.6530387096774194,72.0,0.9513306451612903,0.29106935483870966,0.3619693548387097,0.1768923387096774,0.17006895161290328,0.5133695862026862,0.518659717580615,0.9085718680379383,0.8883631882999308 223 | 221,Tricky Defector,1.9247379032258065,0.4110256048387097,112.0,0.05004032258064516,0.08182177419354841,0.3292038306451613,0.27238709677419376,0.3165872983870967,0.05027041770787958,0.765666028499447,0.04933537692205195,0.2943650041130265 224 | 222,Win-Shift Lose-Stay: D,1.9245262096774192,0.5196044354838709,90.0,0.05278225806451613,0.20351350806451615,0.31609092741935474,0.2083973790322581,0.271998185483871,0.04980689126969488,0.949883542013721,0.9498539460376489,0.049948310695340635 225 | 223,"Bush Mosteller: 0.5, 0.5, 3.0, 0.5",1.918578629032258,0.28856129032258065,130.0,0.5025403225806452,0.12740745967741934,0.16115383064516117,0.2067612903225807,0.5046774193548389,0.5131000911837656,0.313777448618826,0.2682444491792081,0.25934943834480684 226 | 224,Stochastic WSLS: 0.05,1.9164213709677418,0.5243963709677419,84.0,0.9483870967741935,0.23568951612903216,0.2887068548387096,0.18379737903225812,0.2918062500000001,0.9047910024225886,0.09487590065959861,0.09583302783640205,0.905148354152198 227 | 225,Random: 0.3,1.9156955645161289,0.3197554435483871,111.0,0.3207258064516129,0.10760120967741928,0.21215423387096763,0.2284572580645162,0.45178729838709697,0.31995284354955766,0.31947580963281935,0.3203023972477156,0.31955948167878573 228 | 226,ThueMorseInverse,1.915665322580645,0.4999927419354839,90.0,0.9520967741935484,0.18304455645161294,0.31694818548387105,0.2167193548387097,0.28328790322580644,0.3085738917937008,0.3870203973484517,0.5897834616761303,0.674090716492534 229 | 227,Cycler DDC,1.914516129032258,0.3468514112903226,110.0,0.04850806451612903,0.09753991935483874,0.24931149193548383,0.24213649193548392,0.4110120967741935,0.0997927895411306,0.09219582920060951,0.3976257968651365,0.5386969088078314 230 | 228,UsuallyCooperates,1.9124092741935486,0.8675834677419355,55.5,0.9511693548387097,0.4851239919354837,0.3824594758064518,0.08096411290322582,0.05145241935483875,0.7355318424064375,0.9500903355638315,0.8697111069573971,0.9510015979325649 231 | 229,Cycler CCCCCD,1.910866935483871,0.8015306451612904,60.0,0.9472177419354839,0.42186975806451626,0.37966088709677415,0.11185584677419357,0.0866135080645161,0.7597936442636162,0.8005765805794027,0.911873881138432,0.9138804888598022 232 | 230,Cycler DC,1.9074395161290323,0.49991854838709676,87.5,0.04826612903225806,0.16274274193548388,0.3371758064516128,0.2298272177419354,0.2702542338709679,0.1424090835246132,0.09483537225358785,0.9099230763626032,0.8633906568444679 233 | 231,Desperate,1.906592741935484,0.3769788306451613,106.0,0.4972983870967742,0.08020141129032264,0.29677741935483865,0.2602752016129032,0.3627459677419355,0.050043786302329384,0.049323210995566864,0.049991845058227805,0.9502887761492216 234 | 232,$e$,1.8938709677419354,0.8045497983870967,66.0,0.9517741935483871,0.3674439516129032,0.4371058467741935,0.1487943548387097,0.04665584677419356,0.6971704255570261,0.9487887452251139,0.7010095301333753,0.9496660570275243 235 | 233,$\pi$,1.8933870967741937,0.82541875,63.0,0.9502419354838709,0.3914284274193548,0.43399032258064524,0.13602862903225804,0.03855262096774195,0.723253766860283,0.9496942789244782,0.7655348689431168,0.9505048017220392 236 | 234,Random: 0.5,1.8903225806451611,0.4998024193548387,86.0,0.4980241935483871,0.19845423387096775,0.301348185483871,0.1986201612903225,0.3015774193548388,0.5005208530407257,0.49947060124274545,0.4992411387804566,0.5004179312498879 237 | 235,Tricky Cooperator,1.8902016129032257,0.8465899193548387,54.0,0.9521774193548387,0.43359475806451625,0.4129951612903225,0.10913266129032265,0.04427741935483872,0.8944874067534945,0.9495648500140005,0.4299540130230911,0.9504179336074152 238 | 236,First by Anonymous,1.8898185483870966,0.5001417338709677,85.0,0.49459677419354836,0.1985731854838709,0.3015685483870968,0.19845141129032254,0.30140685483870977,0.4997928859918894,0.49968755535397347,0.4999720553960126,0.5007385375456476 239 | 237,SolutionB1,1.8883971774193549,0.9344594758064516,19.0,0.05088709677419355,0.5588802419354838,0.3755792338709679,0.03641249999999999,0.029128024193548395,0.9489835928487401,0.9478824404624612,0.7815078699184098,0.8043173050393192 240 | 238,Cooperator Hunter,1.888195564516129,0.940266935483871,23.5,0.9503225806451613,0.5598969758064518,0.38036995967741916,0.037203427419354805,0.02252963709677421,0.9415721311206766,0.9498933387372246,0.7826433106809986,0.9506873507729919 241 | 239,ThueMorse,1.886360887096774,0.49997016129032257,84.5,0.05084677419354839,0.1789868951612904,0.3209832661290322,0.21299616935483867,0.2870336693548387,0.32543551584660435,0.3853792311074841,0.6184610913309808,0.6702978176779747 242 | 240,AntiCycler,1.8789616935483873,0.8600379032258064,52.0,0.9501209677419354,0.47211693548387085,0.3879209677419356,0.08050625000000002,0.05945584677419356,0.8333954317266339,0.8549179703542521,0.8485199139190037,0.8967593501468194 243 | 241,EasyGo,1.8643850806451614,0.9330122983870968,23.0,0.04721774193548387,0.5441889112903224,0.38882338709677433,0.04169979838709677,0.025287903225806447,0.9475504701118982,0.9496672492845343,0.6761079891234361,0.9497073825576362 244 | 242,Anti Tit For Tat,1.8518649193548387,0.5909637096774194,86.0,0.9499193548387097,0.1600635080645161,0.4309002016129034,0.2406566532258064,0.16837963709677406,0.04991459450337252,0.9503498724267895,0.05008700085864534,0.9496993593681281 245 | 243,Hopeless,1.851703629032258,0.7161620967741935,71.0,0.4992338709677419,0.25848669354838727,0.45767540322580663,0.1980209677419353,0.08581693548387087,0.04985130533031953,0.949877478905704,0.950085598886336,0.9498885123816315 246 | 244,Bully,1.8492237903225808,0.5883225806451613,85.0,0.050483870967741935,0.15800282258064524,0.4303197580645161,0.2406219758064515,0.17105544354838717,0.04987983094487506,0.9490194404912496,0.05002641986478957,0.9496701282661408 247 | 245,Negation,1.8470463709677418,0.5901858870967742,85.0,0.5012096774193548,0.1592457661290323,0.430940120967742,0.23993064516129034,0.16988346774193527,0.049465921827136924,0.9505396981697605,0.04999594633274766,0.9501137067015439 248 | 246,Meta Minority: 217 players,1.8427016129032259,0.6569983870967742,76.0,0.04951612903225806,0.20763568548387104,0.4493627016129029,0.21942580645161305,0.12357580645161291,0.5224998061833116,0.9503516693119672,0.15238502990394806,0.9496393176094805 249 | 247,$\phi$,1.8387701612903224,0.7151421370967742,72.0,0.9518145161290322,0.2629999999999999,0.45214213709677425,0.19071935483870975,0.09413850806451617,0.5805287868467303,0.9381065883279761,0.39698213336117577,0.9420853525001712 250 | 248,"Gradual Killer: (D, D, D, D, D, C, C)",1.8384475806451612,0.5978703629032258,82.5,0.04826612903225806,0.3727897177419354,0.22508064516129028,0.07968125,0.32244838709677437,0.9063659088024941,0.7882775079353331,0.3516310468215392,0.24075726614094933 251 | 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