naive-random-oversampler 8 machine-learning 6 balanced-random-forest 5 easy-ensemble-classifier 5 credit-risk 4 smote-oversampler 4 cluster-centroids-undersampling 3 smoteenn-combination 3 resampling 2 logistic-regression 2 cluster-centroids 2 smoteenn 2 smote-sampling 2 ensemble-learning 2 undersampling 2 ada-boost-classifier 2 python 2 random-forest-classifier 1 prediction-algorithm 1 credit-fraud 1 linear-regression 1 synthetic-minority-over-sampling 1 peer-to-peer 1 time-series-analysis 1 artificial-intelligence 1 classification-report 1 ensemble-classifier 1 ensemble-machine-learning 1 evaluating-models 1 imbalance-classification 1 oversampling 1 sklearn-classify 1 sklearn-library 1 cluster-centroid-undersampling 1 combination-sampling-algorithms 1 oversampling-algorithms 1 pandas 1 supervised-machine-learning 1 undersampling-algorithms 1 fintech 1 random-forest 1 smote 1 imbalance-learning 1 machine-learning-algorithms 1 over-sampling 1 precision-recall 1 scikit-learn 1 scikitlearn-machine-learning 1 under-sampling 1 credit-scoring 1