Francesco Castelli

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Francesco Castelli

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Notes around Machine Learning

Machine Learning Notes

Logistic Regression: the model that refuses to retire

Classification, Logistic Regression

Cross-Validation: what makes your model forecast honest

Model Validation, Cross-Validation

The Bias–Variance Trade-off

Bias-Variance, Cross-Validation, Model Selection

Regularization: Lasso vs Ridge

Regularization, Lasso, Ridge

© 2026 Francesco Castelli.

Field Notes

Tools

Blog

About

Privacy

© 2026 Francesco Castelli.

Field Notes

Tools

Blog

About

Privacy