Exercise in my own implementation of various scikit-learn modules
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Regression
- Linear regression
- Ridge
- Lasso
- Logistic regression
- Linear regression
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Classification
- kNN
- Decision tree
- Random forest
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Model selection
- cross validation metrics (precision, recall...)
- k-fold
- ROC