Speaker
Guillaume Lemaitre
Description
Goal: Introduce the scikit-learn API, with a focus on practical insights on the model validation and selection.
- Overview of a simple cross-validation scheme k-fold
- Overview of metrics (Regression, Classification)
- Model selection through SearchCV
- Cross validation in complex settings (stratification, groups, non-iid data)