Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
1_1_pre_processing(ISLR)		1_1_pre_processing(ISLR)
2_1_subset_selection(cereal)		2_1_subset_selection(cereal)
2_2_LR_vs_KNN(zipcode)		2_2_LR_vs_KNN(zipcode)
3_2_the_Number_of_Features		3_2_the_Number_of_Features
3_3_KNN_ConfusionMatrix_PC(iris)		3_3_KNN_ConfusionMatrix_PC(iris)
4_1_LDA_QDA(Diabetes)		4_1_LDA_QDA(Diabetes)
4_2_Logistic_KNN_LDA(weekly)		4_2_Logistic_KNN_LDA(weekly)
5_1_Pruned_Tree(vehicle)		5_1_Pruned_Tree(vehicle)
5_2_AIC_BIC_CV_Bootstrp(prostate)		5_2_AIC_BIC_CV_Bootstrp(prostate)
5_3_Tree_RF_LDA(wine)		5_3_Tree_RF_LDA(wine)
5_4_DataImbalance_Logistic_LDA_QDA_Ensemble(covertype)		5_4_DataImbalance_Logistic_LDA_QDA_Ensemble(covertype)
6_1_Ensemble_nonEnsemble(pima)		6_1_Ensemble_nonEnsemble(pima)
6_2_partial_dependence_plots(pima)		6_2_partial_dependence_plots(pima)
6_3_Mtry_OOBerror_RF(spam)		6_3_Mtry_OOBerror_RF(spam)
7_1_RF_Nnet(cleveland)		7_1_RF_Nnet(cleveland)
7_2_PCA(pendigits)		7_2_PCA(pendigits)
Questions		Questions
README.md		README.md

Repository files navigation

Supervised_Learning

1_1_pre_processing(ISLR)

2_1_subset_selection(cereal)

2_2_LR_vs_KNN(zipcode)

3_2_the_Number_of_Features

3_3_KNN_ConfusionMatrix_PC(iris)

4_1_LDA_QDA(Diabetes)

4_2_Logistic_KNN_LDA(weekly)

5_1_Pruned_Tree(vehicle)

5_2_AIC_BIC_CV_Bootstrp(prostate)

5_3_Tree_RF_LDA(wine)

5_4_DataImbalance_Logistic_LDA_QDA_Ensemble(covertype)

6_1_Ensemble_nonEnsemble(pima)

6_2_partial_dependence_plots(pima)

6_3_Mtry_OOBerror_RF(spam)

7_1_RF_Nnet(cleveland)

7_2_PCA(pendigits)

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