evalml.pipelines.BinaryClassificationPipeline.fit

BinaryClassificationPipeline.fit(X, y)

Build a classification model. For string and categorical targets, classes are sorted

by sorted(set(y)) and then are mapped to values between 0 and n_classes-1.

Parameters

• X (ww.DataTable, pd.DataFrame or np.ndarray) – The input training data of shape [n_samples, n_features]

• y (ww.DataColumn, pd.Series, np.ndarray) – The target training labels of length [n_samples]

Returns

self

evalml.pipelines.BinaryClassificationPipeline.describe evalml.pipelines.BinaryClassificationPipeline.get_component