├── DecisionTree_NoPruning.png ├── DecisionTree_Postpruning.png ├── DecisionTree_Prepruning.png ├── Decision_Tree_ID3.py ├── Decision_Tree_ID3_postpruning.py ├── Decision_Tree_ID3_prepruning.py ├── Decision_Tree_Visual.py ├── README.md ├── watermelon2.csv ├── watermelon2Training.csv ├── watermelon2Validation.csv └── watermelon2_Decision_Tree_ID3.png /DecisionTree_NoPruning.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JonathonYan1993/ML_DecisionTree_prepruning_postpruning/HEAD/DecisionTree_NoPruning.png -------------------------------------------------------------------------------- /DecisionTree_Postpruning.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JonathonYan1993/ML_DecisionTree_prepruning_postpruning/HEAD/DecisionTree_Postpruning.png -------------------------------------------------------------------------------- /DecisionTree_Prepruning.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JonathonYan1993/ML_DecisionTree_prepruning_postpruning/HEAD/DecisionTree_Prepruning.png -------------------------------------------------------------------------------- /Decision_Tree_ID3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JonathonYan1993/ML_DecisionTree_prepruning_postpruning/HEAD/Decision_Tree_ID3.py -------------------------------------------------------------------------------- /Decision_Tree_ID3_postpruning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JonathonYan1993/ML_DecisionTree_prepruning_postpruning/HEAD/Decision_Tree_ID3_postpruning.py -------------------------------------------------------------------------------- /Decision_Tree_ID3_prepruning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JonathonYan1993/ML_DecisionTree_prepruning_postpruning/HEAD/Decision_Tree_ID3_prepruning.py -------------------------------------------------------------------------------- /Decision_Tree_Visual.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JonathonYan1993/ML_DecisionTree_prepruning_postpruning/HEAD/Decision_Tree_Visual.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JonathonYan1993/ML_DecisionTree_prepruning_postpruning/HEAD/README.md -------------------------------------------------------------------------------- /watermelon2.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JonathonYan1993/ML_DecisionTree_prepruning_postpruning/HEAD/watermelon2.csv -------------------------------------------------------------------------------- /watermelon2Training.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JonathonYan1993/ML_DecisionTree_prepruning_postpruning/HEAD/watermelon2Training.csv -------------------------------------------------------------------------------- /watermelon2Validation.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JonathonYan1993/ML_DecisionTree_prepruning_postpruning/HEAD/watermelon2Validation.csv -------------------------------------------------------------------------------- /watermelon2_Decision_Tree_ID3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JonathonYan1993/ML_DecisionTree_prepruning_postpruning/HEAD/watermelon2_Decision_Tree_ID3.png --------------------------------------------------------------------------------