MachineLearning-clustering-main.zip （67个子文件） 
MachineLearning-clustering-main images oversampling regression 
feature_engineering_dataset_decision_tree 314KB
PCA_dataset_decision_tree.pdf 283KB feature_engineering_dataset_decision_tree.pdf 350KB EDA_dataset_decision_tree 307KB PCA_dataset_decision_tree 248KB EDA_dataset_decision_tree.pdf 343KB classification feature_engineering_dataset_decision_tree 234KB PCA_dataset_decision_tree.pdf 185KB feature_engineering_dataset_decision_tree.pdf 251KB EDA_dataset_decision_tree 217KB PCA_dataset_decision_tree 166KB EDA_dataset_decision_tree.pdf 239KB without-oversampling regression feature_engineering_dataset_decision_tree 290KB PCA_dataset_decision_tree.pdf 269KB feature_engineering_dataset_decision_tree.pdf 322KB EDA_dataset_decision_tree 282KB PCA_dataset_decision_tree 235KB EDA_dataset_decision_tree.pdf 314KB classification feature_engineering_dataset_decision_tree 224KB PCA_dataset_decision_tree.pdf 145KB feature_engineering_dataset_decision_tree.pdf 239KB EDA_dataset_decision_tree 190KB PCA_dataset_decision_tree 128KB EDA_dataset_decision_tree.pdf 212KB datasets EDA_df.csv 674KB oversampling feature_engineering_regression_telco_customer_churn.csv 287KB PCA_classification.csv 5.34MB EDA_telco_customer_churn.csv 985KB PCA_regression.csv 5.36MB feature_engineering_classification_telco_customer_churn.csv 235KB train EDA_train.csv 778KB feature_engineering_classification_train.csv 188KB PCA_regression_train.csv 4.19MB feature_engineering_regression_train.csv 220KB PCA_classification_train.csv 4.19MB test EDA_test.csv 195KB PCA_classification_test.csv 1.05MB feature_engineering_regression_test.csv 55KB feature_engineering_classification_test.csv 47KB PCA_regression_test.csv 1.05MB raw_oversampling_telco_customer_churn.csv 1.33MB raw_telco_customer_churn.csv 955KB without-oversampling EDA_df.csv 674KB feature_engineering_regression_telco_customer_churn.csv 199KB PCA_classification.csv 3.64MB PCA_regression.csv 3.65MB feature_engineering_classification_telco_customer_churn.csv 161KB train EDA_train.csv 532KB feature_engineering_classification_train.csv 129KB PCA_regression_train.csv 2.86MB feature_engineering_regression_train.csv 152KB PCA_classification_train.csv 2.85MB test EDA_test.csv 133KB PCA_classification_test.csv 731KB feature_engineering_regression_test.csv 38KB feature_engineering_classification_test.csv 32KB PCA_regression_test.csv 732KB journal_reference.pdf 2.01MB notebooks data_preprocessing_without_oversampling_dataset.ipynb 1.31MB content_of_dataset.ipynb 15KB build_model_without_oversampling_dataset.ipynb 473KB clustering.ipynb 13.57MB exploratory_data_analysis.ipynb 8.74MB build_model_with_oversampling_dataset.ipynb 482KB HTML 
clustering.html 6.7MB data_preprocessing_with_oversampling_dataset.ipynb 1.31MB README.md 874B
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