ml_grid.model_classes.knn_classifier_class

Classes

knn_classifiers_class

Initializes the knn_classifiers_class.

Module Contents

class ml_grid.model_classes.knn_classifier_class.knn_classifiers_class(X: pandas.DataFrame | None = None, y: pandas.Series | None = None, parameter_space_size: str | None = None)[source]

Initializes the knn_classifiers_class.

Parameters:

X (Optional[pd.DataFrame]) – Feature matrix for training. Defaults to None.
y (Optional[pd.Series]) – Target vector for training. Defaults to None.
parameter_space_size (Optional[str]) – Size of the parameter space for optimization. Defaults to None.

X = None[source]

y = None[source]

algorithm_implementation[source]

method_name = 'KNeighborsClassifier'[source]

parameter_vector_space[source]