Logical Rhythm 2020 kaggle problem on Classification.
Kaggle problem based on Classification . Link to problem:https://www.kaggle.com/c/Tow-Mater-Labs. Evaluation on basis of f1-score: got best score as 0.63623 (Rank: 9/21)
Applied SMOTE,ADA,SMOTEENN etc for over-sampling. Applied various model such as Logistic Regression,Random forest classifier and xgboost regressor with lots of hyper paramter tuning. Evaluation done on basis of confusion matrix -precision,recall,f1-score,accuracy.
Feel free to check my best submission (named submission_rf_new1.csv) and also the problem statement to get a better overview.