acton package¶
Subpackages¶
Submodules¶
acton.acton module¶
acton.cli module¶
acton.database module¶
acton.kde_predictor module¶
A predictor that uses KDE to classify instances.
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class
acton.kde_predictor.
KDEClassifier
(bandwidth=1.0)[source]¶ Bases:
BaseEstimator
,ClassifierMixin
A classifier using kernel density estimation to classify instances.
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fit
(X, y)[source]¶ Fits kernel density models to the data.
Parameters: - X (array_like, shape (n_samples, n_features)) – List of n_features-dimensional data points. Each row corresponds to a single data point.
- y (array-like, shape (n_samples,)) – Target vector relative to X.
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