dabl.SimpleClassifier¶

class dabl.SimpleClassifier(refit=True, random_state=None, verbose=1, type_hints=None, shuffle=True)[source]¶

Automagic anytime classifier.

Parameters:

refitboolean, True

Whether to refit the model on the full dataset.

random_staterandom state, int or None (default=None)

Random state or seed.

verboseinteger, default=1

Verbosity (higher is more output).

type_hintsdict or None

If dict, provide type information for columns. Keys are column names, values are types as provided by detect_types.

shuffleboolean, default=True

Whether to shuffle the training set in cross-validation.

Attributes:

est_sklearn estimator

Best estimator found.

__init__(refit=True, random_state=None, verbose=1, type_hints=None, shuffle=True)[source]¶