machine-learning 6 decision-tree-classifier 4 machine-learning-algorithms 3 data-visualization 2 random-over-sampling 2 imbalanced-learning 2 easy-ensemble-classifier 2 random-forest-classifier 2 cluster-centroids-algorithm 2 svm-classifier 2 balanced-random-forest 2 classification 1 adaboost-classifier 1 svm-model 1 svm-kernel 1 knn-algorithm 1 knn 1 kmeans-algorithm 1 k-means-clustering 1 k-means 1 dbscan-clustering 1 dbscan-algorithm 1 apriori-algorithm 1 rusboost 1 unbalanced-data 1 multi-label 1 adaboostclassifier 1 cnn-classification 1 datacleaning 1 deep-learning 1 hyperparameter-tuning 1 linear-regression 1 lstm-neural-networks 1 naive-bayes-classifier 1 python 1 supervised-learning 1 ada-boost-classifier 1 bagging-classifier 1 boosting-ensemble 1 corelation-of-features 1 data-mining 1 ensemble-classifier 1 feature-selection 1 rfe 1 select-k-best 1 variance-threshold 1 scikit-learn 1 smoteenn 1 breast-cancer-prediction 1 data-analysis 1 data-science 1 dataset 1 decision-trees 1 label-encoder 1 prediction-model 1 random-forest 1 roc-auc-curve 1 adaboost 1 confusion-matrix 1 scikitlearn-machine-learning 1 supervised-machine-learning 1