decision-tree-model 10 decision-tree-classifier 5 machine-learning 5 classification-model 3 decision-tree 3 regression-models 2 tree-ensemble 2 classifier 2 ensemble-learning 2 gradient-boosting 2 predictive-analytics 2 logistic-regression 2 classification-algorithm 2 decision-trees 1 entropy 1 gini-index 1 id3 1 id3-algorithm 1 iris-dataset 1 overfitting 1 decision-tree-algorithm 1 breast-cancer-dataset 1 advertisement 1 tableau 1 stepwise-regression 1 scoring 1 classification 1 alteryx 1 divorce-prediction 1 spyder 1 python-3 1 graphviz 1 redshift 1 galaxies 1 random-forest-classifier 1 cpp-library 1 cpp 1 sklearn 1 random-forest-regression 1 python3 1 machine-learing-algorithms 1 supervised-learning 1 pruning 1 prediction 1 post-pruning 1 satisfaction-analysis 1 random-forest-model 1 inflight-entertainment 1 customer-prediction 1 airline-satisfaction 1 xgboost 1 statistical-learning 1 regression-tree 1 random-forest 1 machine-learning-research 1 lightgbm 1 gradient-boosting-machine 1 decision-tree-learning 1 classification-trees 1 catboost 1 cart 1 recall-precision 1 python 1 performance-metrics 1 performance-improvements 1 performance-analysis 1 normalization 1 hyperparameter-tuning 1 gridsearch-tuning 1 gini-impurity 1 gini-importance 1 features-extraction 1 feature-visualization 1 explotary-data-analysis 1 confusion-matrix 1 alpha-beta-pruning 1 alpha 1