ModelSelectionRegressor

A model selector for regression.

Parameters

• models

  Type → Iterator[base.Estimator]

• metric

  Type → metrics.base.Metric

Attributes

• best_model

  The current best model.

• models

Methods

learn_one

Fits to a set of features x and a real-valued target y.

Parameters

• x — 'dict'
• y — 'base.typing.RegTarget'

Returns

Regressor: self

predict_one

Predict the output of features x.

Parameters

• x

Returns

The prediction.