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Analysis of Credit Card Default Clients Dataset from UCI

Analysis of Credit Card Default Clients Dataset from UCI

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Examining the UCI Default of Credit Card Clients Dataset, containing data on default payments, demographic factors, credit information, payment history, and billing statements of credit card clients in Taiwan from April 2005 to September 2005. More details can be found at https://archive.ics.uci.edu/ml/datasets/default+of+credit+card+clients
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default-of-credit-card-clients-master.zip 预估大小：64个文件
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default-of-credit-card-clients-master 文件夹
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svdd.py 5KB
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LICENSE 1KB
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visualization.py 7KB
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run.ipynb 34.46MB
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dataset 文件夹
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credit_cards_dataset.csv 2.73MB
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report.html 16.26MB
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imgs 文件夹
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one_class.png 98KB
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lof.png 264KB
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kfoldcv.png 341KB
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smote_vs_cc.png 37KB
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boxplot.png 72KB
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trees.png 219KB
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pca_alg-png.png 119KB
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knn.png 108KB
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logistic_regression.png 95KB
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ada_boost_alg.png 284KB
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smote_alg.png 168KB
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smote_vis.png 407KB
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results 文件夹
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confusion_matrix_cc.jpeg 291KB
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knn 文件夹
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html_code.html 66KB
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under.png 137KB
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over.png 135KB
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ada 文件夹
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html_code.html 65KB
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under.png 138KB
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over.png 136KB
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rf 文件夹
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html_code.html 142KB
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under.png 118KB
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confusion_matrix.html 315KB
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over.png 120KB
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under2.png 134KB
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over2.png 134KB
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important_fts.html 76KB
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lr 文件夹
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html_code.html 66KB
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under.png 136KB
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over.png 134KB
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svm 文件夹
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html_code.html 66KB
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under.png 99KB
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over.png 99KB
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under2.png 144KB
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over2.png 142KB
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cunfusion_matrix_over.jpeg 282KB
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results_oversampling 文件夹
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knn_results_test.json 192B
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lr_results_test.json 192B
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rf_results_test.json 192B
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svm_results_train.json 32KB
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important_fts.json 227B
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ada_results_train.json 16KB
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ada_results_test.json 193B
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rf_results_train.json 22KB
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knn_results_train.json 8KB
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lr_results_train.json 8KB
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svm_results_test.json 193B
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results_undersampling 文件夹
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knn_results_test.json 193B
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lr_results_test.json 192B
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rf_results_test.json 191B
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svm_results_train.json 32KB
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important_fts.json 230B
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ada_results_train.json 16KB
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ada_results_test.json 192B
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rf_results_train.json 22KB
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knn_results_train.json 8KB
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lr_results_train.json 8KB
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svm_results_test.json 190B
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README.md 2KB
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zip 文件大小：15.58MB