/loan_evaluation

Classification between good and bad loan requests based on loan data for year 2013-2014 from Lending Club (https://www.lendingclub.com/info/download-data.action) that'll help investors in deciding which loans they should invest

Primary LanguageJupyter Notebook

Classification between good and bad loan requests based on loan data for year 2013-2014 from Lending Club (https://www.lendingclub.com/info/download-data.action) that'll help investors in deciding which loans they should invest

Total Number Of Features - 74

Total Number Of Rows - 71364

Accuracy On Cross Validation

SVM - 72.68%

AdaBoost - 99.78%

RandomForest - 99.8%

XGBoost - 99.8458%