🔴 Credit Risk Prediction 🔴 A machine-learning–based analysis designed to predict whether a loan applicant is likely to default. Using a refined Credit Risk Dataset, I cleaned, processed, and visualized key financial features such as income, loan amount, and credit history. Multiple classification models were trained with accuracy.
python machine-learning kde scikit-learn logistic-regression histograms hyperparameter-tuning binary-classification bar-charts pie-charts model-evaluation boxplots model-training train-test-split scatterplots dataset-splitting visual-patterns technical-tools detecting-and-treating-outliers
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Updated
Nov 18, 2025 - Jupyter Notebook