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Machine-Learning

▻ Bondora Peer to Peer Lending Loan || Decision Tree and Grid Search:

-Dataset Source: https://www.kaggle.com/sid321axn/bondora-peer-to-peer-lending-loan-data

-Code On Kaggle: https://www.kaggle.com/leventoz/default-loans-predictor-acc-99-99

-Knowladge: Normalzation, Categorical Encoding, DT Parameters, Roc and AUC metrics, Grid Search, Statistics

▻ Fish Species Predictor || SVM and Grid Search:

-Dataset Source: https://www.kaggle.com/aungpyaeap/fish-market

-Code On Kaggle: https://www.kaggle.com/leventoz/statistics-svc-grid-97

-Knowladge: Statistics, Outliner, Normalzation, Categorical Encoding, SVC Parameters, Accuracy_score Metric, Grid Search

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This folder focusing on improving Machine Learning models with different techniques.

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