A powerful stacked ensemble model for income prediction, combining GradientBoosting, AdaBoost, Bagging, Linear Regression, and Decision Trees. Achieves an impressive R² of 0.8761 on the RoS_sample_submission dataset.
machine-learning scikit-learn regression prediction support-vector-regression linearregression logisticregression extratreesregressor decisiontreeregressor xgbregressor gaussiannb randomforestregressor grid-search-cross-validation stackingregressor gradientboostingregressor kneighborsregressor adaboostregressor votingregressor baggingregressor
-
Updated
Apr 12, 2025 - Jupyter Notebook