cluster-centroids-undersampling 9 machine-learning 7 scikit-learn 6 easy-ensemble-classifier 4 smote-oversampler 4 random-forest 4 logistic-regression 4 balanced-random-forest 3 naive-random-oversampler 3 python 3 resampling 3 imbalanced-learn 2 risk-analysis 2 pandas 2 smoteenn-combination 2 smote 2 ensemble-learning 2 smoteen 2 smote-sampling 2 synthetic-minority-over-sampling 1 google-colab 1 supervised-machine-learning 1 matplotlib-pyplot 1 numpy 1 pathlib 1 randomoversampler 1 smoteenn 1 data-science 1 ensamble-methods 1 random-over-sampling 1 classification 1 finance 1 adaboost 1 predicting-risk 1 loan-applications 1 classification-models 1 imblearn 1 cluster-centroids 1 credit-risk 1 fintech 1 deep-learning 1 neural-network 1 ada-boost-classifier 1 imbalance-learning 1 machine-learning-algorithms 1 over-sampling 1 precision-recall 1 scikitlearn-machine-learning 1 under-sampling 1 balancedrandomforestclassifier 1 classification-report 1 confusion-matrix 1 easyensembleclassifier 1 get-dummies 1