kasiakry's repositories
ml2-big-dataset
Project for Machine Learning 2 (classification problem). Predicting the Success of Bank Telemarketing. Used classifiers: Logistic Regression, Decision Tree, Random Forest, XGBoost, Neural Network.
Language:Jupyter Notebook000
MLBigDataset
Project for Machine Learning 1 (classification problem). Prediction of LendingClub loan defaulters. Used classifiers: Logistic Regression, Support Vector Machines (SVM) and Random Forest.
Language:HTML000
Traditional_scorecard_vs_ML
Comparison of models for credit risk purposes - logistic regression vs random forest. Empirical research.
Language:HTML000