machine_learning.gradient_boosting_regressor

Implementation of GradientBoostingRegressor in sklearn using the diabetes dataset, a popular regression problem used to predict disease progression one year after baseline.

Note: this example previously used the Boston house-price dataset, which was removed from scikit-learn (>=1.2) for ethical reasons. load_diabetes is a drop-in bundled alternative that ships with scikit-learn, so the example runs offline.

Functions

main(→ None)

Module Contents

machine_learning.gradient_boosting_regressor.main() → None