├── .idea ├── MachineLearning.iml ├── deployment.xml ├── misc.xml ├── modules.xml ├── other.xml ├── vcs.xml └── workspace.xml ├── .ipynb_checkpoints ├── ch10_1_knn-checkpoint.ipynb ├── ch3_3_logistic_regression-checkpoint.ipynb ├── ch3_4_comparing_error_rate-checkpoint.ipynb ├── ch3_5_linear_discriminant_analysis-checkpoint.ipynb ├── ch4_3_ID3_decision_tree-checkpoint.ipynb ├── ch4_4_Gini_decision_tree_prune-checkpoint.ipynb ├── ch4_5_logistic_regression_tree-checkpoint.ipynb ├── ch5_5_BP_algorithm-checkpoint.ipynb ├── ch5_6_improved_BP_algorithm-checkpoint.ipynb ├── ch5_7_RBF_net-checkpoint.ipynb ├── ch6_2_and_ch6_8-checkpoint.ipynb ├── ch7_3_laplacian_bayes-checkpoint.ipynb ├── ch7_6_AODE-checkpoint.ipynb ├── ch7_9_BIC_bayesNet-checkpoint.ipynb ├── ch_8_3_AdaBoost-checkpoint.ipynb ├── ch_8_5_Bagging-checkpoint.ipynb └── ch_9_4_k_means-checkpoint.ipynb ├── BayesNet.py ├── README.md ├── __pycache__ ├── BayesNet.cpython-35.pyc └── ch4.cpython-35.pyc ├── bp.py ├── ch10_1_knn.ipynb ├── ch3_3_logistic_regression.ipynb ├── ch3_4_comparing_error_rate.ipynb ├── ch3_5_linear_discriminant_analysis.ipynb ├── ch4_3_ID3_decision_tree.ipynb ├── ch4_4_Gini_decision_tree_prune.ipynb ├── ch4_5_logistic_regression_tree.ipynb ├── ch5_5_BP_algorithm.ipynb ├── ch5_6_improved_BP_algorithm.ipynb ├── ch5_7_RBF_net.ipynb ├── ch6_2_and_ch6_8.ipynb ├── ch7_3_laplacian_bayes.ipynb ├── ch7_6_AODE.ipynb ├── ch7_9_BIC_bayesNet.ipynb ├── ch8_3_AdaBoost.ipynb ├── ch8_5_Bagging.ipynb ├── ch9_4_k_means.ipynb ├── data ├── blood.txt ├── iris.txt ├── table_4_1_watermelon_2_0.csv ├── table_4_2_watermelon_2_0.csv ├── table_4_3_watermelon_3_0.csv ├── table_4_3_watermelon_3_0_num.csv ├── table_4_a_watermelon_3_alpha.csv ├── table_9_1_watermelon_4_0.csv ├── watermelon_3_0.txt └── watermelon_3_0_alpha.txt ├── out ├── temp1.gv ├── temp1.gv.pdf ├── temp2.gv └── temp2.gv.pdf └── output ├── BayesNetwork.gv ├── BayesNetwork.gv.pdf ├── temp.gv └── temp.gv.pdf /.idea/MachineLearning.iml: 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