- EDA, Univariate and Bivariate Analysis
- Checking label dependency on individual columns using Chi-Square test and f-classif
- Feature Engineering
- Train-test-split, Imputation, Standardization
- Building Logistic Regression, Decision Tree, Random Forest and XGBoost Classifier
-
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Detecting the fraudulent transaction using Decision Tree and XGBoost
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