Base Module¶

Base module includes three main classes:

These classes implement attributes and methods which are common to all models and classifiers.

class scripts.base.BaseClassifier¶

Bases: scripts.base._base.BaseModel

Implement methods and attributes common for all classifiers.

classes()¶

Return unique classes from the given training dataset.

number_of_classes()¶

Return number of unique classes based on the provided training dataset.

score()¶

Return training accuracy score.

class scripts.base.BaseModel¶

Bases: object

Implements generic attributes and methods for each ML model.

Warning

Don’t use as a classifier or regressor. This class merely serves as a superclass from which other models inherit for the purpose of code reusability.

is_fitted()¶

Is given model fitted?

number_of_features()¶

Returns number of features within given training data-set.

number_of_training_samples()¶

Return number provided training samples.