Jack Huang 19be35cd9d fix transform issue ...

1. change fit_transform to transform for test data, it will increase F1 score
2. Add output for confusion_matrix and classification_report to understand the classification result

2018-08-21 15:54:28 +08:00

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Day 1_Data_Preprocessing.ipynb

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2018-08-08 20:09:24 +08:00

Day 1_Data_Preprocessing.md

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2018-08-08 20:09:24 +08:00

Day 1_Data_Preprocessing.py

Update Day 1_Data_Preprocessing.py

2018-08-08 20:39:29 +08:00

Day 2_Simple_Linear_Regression.ipynb

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2018-08-08 20:09:24 +08:00

Day 2_Simple_Linear_Regression.md

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2018-08-08 20:09:24 +08:00

Day 2_Simple_Linear_Regression.py

add plt.show() for day2

2018-08-21 11:49:17 +08:00

Day 3_Multiple_Linear_Regression.ipynb

Day3 jupyter notebook version

2018-08-08 09:13:52 +08:00

Day 3_Multiple_Linear_Regression.md

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2018-08-08 20:09:24 +08:00

Day 3_Multiple_Linear_Regression.py

add R2 evaluation for linear_regression

2018-08-21 14:26:39 +08:00

Day 6_Logistic_Regression.ipynb

Day6 jupyter notebook version

2018-08-09 08:39:51 +08:00

Day 6_Logistic_Regression.md

fix 2 bugs in Day 6_Logistic_Regression.md

2018-08-09 08:40:43 +08:00

Day 6_Logistic_Regression.py

enhance to print confusion_matrix and classification report

2018-08-21 14:12:19 +08:00

Day 11_K-NN.ipynb

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2018-08-08 16:11:17 +08:00

Day 11_K-NN.md

Rename Day 11 K-NN.md to Day 11_K-NN.md

2018-08-08 10:08:17 +08:00

Day 11_k-NN.py

Completion of Python files

2018-08-11 16:40:30 +08:00

Day 13_SVM.ipynb

Update Day 13_SVM.ipynb

2018-08-10 14:34:40 +08:00

Day 13_SVM.md

Update Day 13_SVM.md

2018-08-17 15:12:34 +08:00

Day 13_SVM.py

fix transform issue

2018-08-21 15:54:28 +08:00

Day 25_Decision_Tree.ipynb

Day25 jupyter notebook version

2018-08-08 09:18:46 +08:00

Day 25_Decision_Tree.md

fix the link in day 25

2018-08-10 10:59:19 +08:00

Day 25_Decision_Tree.py

Completion of Python files

2018-08-11 16:40:30 +08:00

Day 34_Random_Forests.ipynb

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2018-08-11 15:30:20 +08:00

Day 34_Random_Forests.md

Update Day 34_Random_Forests.md

2018-08-11 17:00:53 +08:00

Day 34_Random_Forests.py

Completion of Python files

2018-08-11 16:40:30 +08:00