Losses (trees.losses)

class numpy_ml.trees.losses.ClassProbEstimator[source]

Bases: object

fit(X, y)[source]
predict(X)[source]
class numpy_ml.trees.losses.MeanBaseEstimator[source]

Bases: object

fit(X, y)[source]
predict(X)[source]
class numpy_ml.trees.losses.MSELoss[source]

Bases: object

base_estimator()[source]
grad(y, y_pred)[source]
class numpy_ml.trees.losses.CrossEntropyLoss[source]

Bases: object

base_estimator()[source]
grad(y, y_pred)[source]