├── .gitignore ├── CONTRIB.md ├── Dockerfile ├── LICENSE ├── Makefile ├── README.md ├── docs ├── 1708.05442 │ ├── References.bib │ ├── XTREE_samp.png │ ├── contributions.tex │ ├── datasets.tex │ ├── deltas.tex │ ├── example.tex │ ├── images │ │ ├── 1.png │ │ ├── 2.png │ │ ├── rahul.png │ │ ├── sample_ant.png │ │ └── tim.png │ ├── manuscript.tex │ ├── metrics.tex │ ├── people.tex │ ├── report_format.tex │ ├── results.tex │ └── xtree.tex ├── TSE-2018-07-0276.pdf ├── _config.yml ├── index.md └── results │ ├── RQ1.pdf │ └── RQ2.pdf ├── requirements.txt ├── src ├── RQ1_3.py ├── RQ2_3.py ├── RQ4.py ├── __init__.py ├── core │ └── __init__.py ├── data │ ├── __init__.py │ ├── ant │ │ ├── ant-1.3.csv │ │ ├── ant-1.4.csv │ │ ├── ant-1.5.csv │ │ ├── ant-1.6.csv │ │ └── ant-1.7.csv │ ├── camel │ │ ├── camel-1.0.csv │ │ ├── camel-1.2.csv │ │ ├── camel-1.4.csv │ │ └── camel-1.6.csv │ ├── get_data.py │ ├── ivy │ │ ├── ivy-1.1.csv │ │ ├── ivy-1.4.csv │ │ └── ivy-2.0.csv │ ├── jedit │ │ ├── jedit-3.2.csv │ │ ├── jedit-4.0.csv │ │ ├── jedit-4.1.csv │ │ ├── jedit-4.2.csv │ │ └── jedit-4.3.csv │ ├── log4j │ │ ├── log4j-1.0.csv │ │ ├── log4j-1.1.csv │ │ └── log4j-1.2.csv │ ├── lucene │ │ ├── lucene-2.0.csv │ │ ├── lucene-2.2.csv │ │ └── lucene-2.4.csv │ ├── poi │ │ ├── poi-1.5.csv │ │ ├── poi-2.0.csv │ │ ├── poi-2.5.csv │ │ └── poi-3.0.csv │ ├── renamehdr.py │ ├── velocity │ │ ├── velocity-1.4.csv │ │ ├── velocity-1.5.csv │ │ └── velocity-1.6.csv │ ├── xalan │ │ ├── xalan-2.4.csv │ │ ├── xalan-2.5.csv │ │ ├── xalan-2.6.csv │ │ └── xalan-2.7.csv │ └── xerces │ │ ├── xerces-1.0.csv │ │ ├── xerces-1.2.csv │ │ ├── xerces-1.3.csv │ │ └── xerces-1.4.csv ├── experiments │ ├── __init__.py │ ├── experiment1.py │ ├── experiment2.py │ └── experiment_utils.py ├── frequent_items │ ├── __init__.py │ ├── fp_growth.py │ └── item_sets.py ├── graphics │ ├── charts.pptx │ └── ~$charts.pptx ├── oracle │ ├── __init__.py │ ├── model.py │ └── smote.py ├── planners │ ├── FeatureSelection.py │ ├── XTREE.py │ ├── __init__.py │ ├── alves.py │ ├── oliveira.py │ ├── plan.py │ └── shatnawi.py ├── results │ ├── ALL_RES.csv │ ├── RQ1 │ │ ├── ant │ │ │ ├── ant v1_counts.csv │ │ │ ├── ant v1_dec.csv │ │ │ ├── ant v1_inc.csv │ │ │ ├── ant v2_counts.csv │ │ │ ├── ant v2_dec.csv │ │ │ ├── ant v2_inc.csv │ │ │ ├── ant v3_counts.csv │ │ │ ├── ant v3_dec.csv │ │ │ ├── ant v3_inc.csv │ │ │ ├── ant_v1_counts.png │ │ │ ├── ant_v1_dec.png │ │ │ ├── ant_v1_inc.png │ │ │ ├── ant_v2_counts.png │ │ │ ├── ant_v2_dec.png │ │ │ ├── ant_v2_inc.png │ │ │ ├── ant_v3_counts.png │ │ │ ├── ant_v3_dec.png │ │ │ └── ant_v3_inc.png │ │ ├── camel │ │ │ ├── camel v1_counts.csv │ │ │ ├── camel v1_dec.csv │ │ │ ├── camel v1_inc.csv │ │ │ ├── camel v2_counts.csv │ │ │ ├── camel v2_dec.csv │ │ │ ├── camel v2_inc.csv │ │ │ ├── camel_v1_counts.png │ │ │ ├── camel_v1_dec.png │ │ │ ├── camel_v1_inc.png │ │ │ ├── camel_v2_counts.png │ │ │ ├── camel_v2_dec.png │ │ │ └── camel_v2_inc.png │ │ ├── ivy │ │ │ ├── ivy v1_counts.csv │ │ │ ├── ivy v1_dec.csv │ │ │ ├── ivy v1_inc.csv │ │ │ ├── ivy_v1_counts.png │ │ │ ├── ivy_v1_dec.png │ │ │ └── ivy_v1_inc.png │ │ ├── jedit │ │ │ ├── jedit v1_counts.csv │ │ │ ├── jedit v1_dec.csv │ │ │ ├── jedit v1_inc.csv │ │ │ ├── jedit v2_counts.csv │ │ │ ├── jedit v2_dec.csv │ │ │ ├── jedit v2_inc.csv │ │ │ ├── jedit v3_counts.csv │ │ │ ├── jedit v3_dec.csv │ │ │ ├── jedit v3_inc.csv │ │ │ ├── jedit_v1_counts.png │ │ │ ├── jedit_v1_dec.png │ │ │ ├── jedit_v1_inc.png │ │ │ ├── jedit_v2_counts.png │ │ │ ├── jedit_v2_dec.png │ │ │ ├── jedit_v2_inc.png │ │ │ ├── jedit_v3_counts.png │ │ │ ├── jedit_v3_dec.png │ │ │ └── jedit_v3_inc.png │ │ ├── log4j │ │ │ ├── log4j v1_counts.csv │ │ │ ├── log4j v1_dec.csv │ │ │ ├── log4j v1_inc.csv │ │ │ ├── log4j_v1_counts.png │ │ │ ├── log4j_v1_dec.png │ │ │ └── log4j_v1_inc.png │ │ ├── lucene │ │ │ ├── lucene v1_counts.csv │ │ │ ├── lucene v1_dec.csv │ │ │ ├── lucene v1_inc.csv │ │ │ ├── lucene_v1_counts.png │ │ │ ├── lucene_v1_dec.png │ │ │ └── lucene_v1_inc.png │ │ ├── poi │ │ │ ├── poi v1_counts.csv │ │ │ ├── poi v1_dec.csv │ │ │ ├── poi v1_inc.csv │ │ │ ├── poi v2_counts.csv │ │ │ ├── poi v2_dec.csv │ │ │ ├── poi v2_inc.csv │ │ │ ├── poi_v1_counts.png │ │ │ ├── poi_v1_dec.png │ │ │ ├── poi_v1_inc.png │ │ │ ├── poi_v2_counts.png │ │ │ ├── poi_v2_dec.png │ │ │ └── poi_v2_inc.png │ │ ├── velocity │ │ │ ├── velocity v1_counts.csv │ │ │ ├── velocity v1_dec.csv │ │ │ ├── velocity v1_inc.csv │ │ │ ├── velocity_v1_counts.png │ │ │ ├── velocity_v1_dec.png │ │ │ └── velocity_v1_inc.png │ │ ├── xalan │ │ │ ├── xalan v1_counts.csv │ │ │ ├── xalan v1_dec.csv │ │ │ ├── xalan v1_inc.csv │ │ │ ├── xalan v2_counts.csv │ │ │ ├── xalan v2_dec.csv │ │ │ ├── xalan v2_inc.csv │ │ │ ├── xalan_v1_counts.png │ │ │ ├── xalan_v1_dec.png │ │ │ ├── xalan_v1_inc.png │ │ │ ├── xalan_v2_counts.png │ │ │ ├── xalan_v2_dec.png │ │ │ └── xalan_v2_inc.png │ │ └── xerces │ │ │ ├── xerces v1_counts.csv │ │ │ ├── xerces v1_dec.csv │ │ │ ├── xerces v1_inc.csv │ │ │ ├── xerces v2_counts.csv │ │ │ ├── xerces v2_dec.csv │ │ │ ├── xerces v2_inc.csv │ │ │ ├── xerces_v1_counts.png │ │ │ ├── xerces_v1_dec.png │ │ │ ├── xerces_v1_inc.png │ │ │ ├── xerces_v2_counts.png │ │ │ ├── xerces_v2_dec.png │ │ │ └── xerces_v2_inc.png │ ├── RQ1_counts.csv │ ├── RQ1_dec.csv │ ├── RQ1_inc.csv │ ├── RQ2 │ │ ├── ant │ │ │ ├── ant v1_counts.csv │ │ │ ├── ant v1_dec.csv │ │ │ ├── ant v1_inc.csv │ │ │ ├── ant v2_counts.csv │ │ │ ├── ant v2_dec.csv │ │ │ ├── ant v2_inc.csv │ │ │ ├── ant v3_counts.csv │ │ │ ├── ant v3_dec.csv │ │ │ ├── ant v3_inc.csv │ │ │ ├── ant v4_counts.csv │ │ │ ├── ant v4_dec.csv │ │ │ ├── ant v4_inc.csv │ │ │ ├── ant_v1_counts.png │ │ │ ├── ant_v1_dec.png │ │ │ ├── ant_v1_inc.png │ │ │ ├── ant_v2_counts.png │ │ │ ├── ant_v2_dec.png │ │ │ ├── ant_v2_inc.png │ │ │ ├── ant_v3_counts.png │ │ │ ├── ant_v3_dec.png │ │ │ ├── ant_v3_inc.png │ │ │ ├── ant_v4_counts.png │ │ │ ├── ant_v4_dec.png │ │ │ └── ant_v4_inc.png │ │ ├── camel │ │ │ ├── camel v1_counts.csv │ │ │ ├── camel v1_dec.csv │ │ │ ├── camel v1_inc.csv │ │ │ ├── camel v2_counts.csv │ │ │ ├── camel v2_dec.csv │ │ │ ├── camel v2_inc.csv │ │ │ ├── camel v3_counts.csv │ │ │ ├── camel v3_dec.csv │ │ │ ├── camel v3_inc.csv │ │ │ ├── camel_v1_counts.png │ │ │ ├── camel_v1_dec.png │ │ │ ├── camel_v1_inc.png │ │ │ ├── camel_v2_counts.png │ │ │ ├── camel_v2_dec.png │ │ │ ├── camel_v2_inc.png │ │ │ ├── camel_v3_counts.png │ │ │ ├── camel_v3_dec.png │ │ │ └── camel_v3_inc.png │ │ ├── ivy │ │ │ ├── ivy v1_counts.csv │ │ │ ├── ivy v1_dec.csv │ │ │ ├── ivy v1_inc.csv │ │ │ ├── ivy v2_counts.csv │ │ │ ├── ivy v2_dec.csv │ │ │ ├── ivy v2_inc.csv │ │ │ ├── ivy_v1_counts.png │ │ │ ├── ivy_v1_dec.png │ │ │ ├── ivy_v1_inc.png │ │ │ ├── ivy_v2_counts.png │ │ │ ├── ivy_v2_dec.png │ │ │ └── ivy_v2_inc.png │ │ ├── jedit │ │ │ ├── jedit v1_counts.csv │ │ │ ├── jedit v1_dec.csv │ │ │ ├── jedit v1_inc.csv │ │ │ ├── jedit v2_counts.csv │ │ │ ├── jedit v2_dec.csv │ │ │ ├── jedit v2_inc.csv │ │ │ ├── jedit v3_counts.csv │ │ │ ├── jedit v3_dec.csv │ │ │ ├── jedit v3_inc.csv │ │ │ ├── jedit v4_counts.csv │ │ │ ├── jedit v4_dec.csv │ │ │ ├── jedit v4_inc.csv │ │ │ ├── jedit_v1_counts.png │ │ │ ├── jedit_v1_dec.png │ │ │ ├── jedit_v1_inc.png │ │ │ ├── jedit_v2_counts.png │ │ │ ├── jedit_v2_dec.png │ │ │ ├── jedit_v2_inc.png │ │ │ ├── jedit_v3_counts.png │ │ │ ├── jedit_v3_dec.png │ │ │ ├── jedit_v3_inc.png │ │ │ ├── jedit_v4_counts.png │ │ │ ├── jedit_v4_dec.png │ │ │ └── jedit_v4_inc.png │ │ ├── log4j │ │ │ ├── log4j v1_counts.csv │ │ │ ├── log4j v1_dec.csv │ │ │ ├── log4j v1_inc.csv │ │ │ ├── log4j v2_counts.csv │ │ │ ├── log4j v2_dec.csv │ │ │ ├── log4j v2_inc.csv │ │ │ ├── log4j_v1_counts.png │ │ │ ├── log4j_v1_dec.png │ │ │ ├── log4j_v1_inc.png │ │ │ ├── log4j_v2_counts.png │ │ │ ├── log4j_v2_dec.png │ │ │ └── log4j_v2_inc.png │ │ ├── poi │ │ │ ├── poi v1_counts.csv │ │ │ ├── poi v1_dec.csv │ │ │ ├── poi v1_inc.csv │ │ │ ├── poi v2_counts.csv │ │ │ ├── poi v2_dec.csv │ │ │ ├── poi v2_inc.csv │ │ │ ├── poi v3_counts.csv │ │ │ ├── poi v3_dec.csv │ │ │ ├── poi v3_inc.csv │ │ │ ├── poi_v1_counts.png │ │ │ ├── poi_v1_dec.png │ │ │ ├── poi_v1_inc.png │ │ │ ├── poi_v2_counts.png │ │ │ ├── poi_v2_dec.png │ │ │ ├── poi_v2_inc.png │ │ │ ├── poi_v3_counts.png │ │ │ ├── poi_v3_dec.png │ │ │ └── poi_v3_inc.png │ │ ├── velocity │ │ │ ├── velocity v1_counts.csv │ │ │ ├── velocity v1_dec.csv │ │ │ ├── velocity v1_inc.csv │ │ │ ├── velocity v2_counts.csv │ │ │ ├── velocity v2_dec.csv │ │ │ ├── velocity v2_inc.csv │ │ │ ├── velocity_v1_counts.png │ │ │ ├── velocity_v1_dec.png │ │ │ ├── velocity_v1_inc.png │ │ │ ├── velocity_v2_counts.png │ │ │ ├── velocity_v2_dec.png │ │ │ └── velocity_v2_inc.png │ │ ├── xalan │ │ │ ├── xalan v1_counts.csv │ │ │ ├── xalan v1_dec.csv │ │ │ ├── xalan v1_inc.csv │ │ │ ├── xalan v2_counts.csv │ │ │ ├── xalan v2_dec.csv │ │ │ ├── xalan v2_inc.csv │ │ │ ├── xalan v3_counts.csv │ │ │ ├── xalan v3_dec.csv │ │ │ ├── xalan v3_inc.csv │ │ │ ├── xalan_v1_counts.png │ │ │ ├── xalan_v1_dec.png │ │ │ ├── xalan_v1_inc.png │ │ │ ├── xalan_v2_counts.png │ │ │ ├── xalan_v2_dec.png │ │ │ ├── xalan_v2_inc.png │ │ │ ├── xalan_v3_counts.png │ │ │ ├── xalan_v3_dec.png │ │ │ └── xalan_v3_inc.png │ │ └── xerces │ │ │ ├── xerces v1_counts.csv │ │ │ ├── xerces v1_dec.csv │ │ │ ├── xerces v1_inc.csv │ │ │ ├── xerces v2_counts.csv │ │ │ ├── xerces v2_dec.csv │ │ │ ├── xerces v2_inc.csv │ │ │ ├── xerces v3_counts.csv │ │ │ ├── xerces v3_dec.csv │ │ │ ├── xerces v3_inc.csv │ │ │ ├── xerces_v1_counts.png │ │ │ ├── xerces_v1_dec.png │ │ │ ├── xerces_v1_inc.png │ │ │ ├── xerces_v2_counts.png │ │ │ ├── xerces_v2_dec.png │ │ │ ├── xerces_v2_inc.png │ │ │ ├── xerces_v3_counts.png │ │ │ ├── xerces_v3_dec.png │ │ │ └── xerces_v3_inc.png │ ├── RQ2_dec.csv │ ├── RQ2_inc.csv │ ├── RQ3 │ │ ├── ant.csv │ │ ├── camel.csv │ │ ├── deltas.csv │ │ ├── ivy.csv │ │ ├── jedit.csv │ │ ├── log4j.csv │ │ ├── poi.csv │ │ ├── velocity.csv │ │ ├── xalan.csv │ │ └── xerces.csv │ ├── plot_results.py │ ├── plot_results_both.py │ └── tabulate_results.py ├── tools │ ├── Discretize.py │ ├── InfoGain.py │ ├── __init__.py │ ├── axe │ │ ├── .gitignore │ │ ├── COPYRIGHT.txt │ │ ├── __init__.py │ │ ├── abcd.py │ │ ├── args.py │ │ ├── axe.py │ │ ├── config.py │ │ ├── counts.py │ │ ├── cube.py │ │ ├── culled.py │ │ ├── demos.py │ │ ├── dtree.py │ │ ├── fi.py │ │ ├── go │ │ ├── learn.py │ │ ├── lib.py │ │ ├── libWhere.py │ │ ├── nasa93.py │ │ ├── settings.py │ │ ├── settingsWhere.py │ │ ├── table.py │ │ └── where2.py │ ├── containers.py │ ├── decision_tree.py │ ├── dtree.bak │ ├── misc.py │ ├── oracle.py │ ├── sk.py │ ├── stats.py │ ├── tune │ │ ├── __init__.py │ │ ├── dEvol.py │ │ └── model.py │ └── where.py └── utils │ ├── __init__.py │ ├── axe_utils │ ├── MakeAModel.py │ ├── __init__.py │ └── w2.py │ ├── experiment_utils.py │ ├── file_util.py │ ├── misc_utils.py │ ├── plot_util.py │ ├── plot_util_clean.py │ ├── rq_utils.py │ └── stats_utils │ ├── ScottKnott.py │ ├── __init__.py │ ├── abcd.py │ └── auec.py ├── tests ├── test_advance.py ├── test_basic.py ├── test_item_sets.py └── test_xtree.py └── xtree_plan.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-se/xtree-plan/HEAD/.gitignore -------------------------------------------------------------------------------- /CONTRIB.md: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-se/xtree-plan/HEAD/Dockerfile -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | 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