skdim.id.KNN.fit

KNN.fit(X, y=None)

A reference implementation of a fitting function. :param X: The training input samples. :type X: {array-like}, shape (n_samples, n_features) :param y: :type y: dummy parameter to respect the sklearn API

Returns:

• self (object) – Returns self.
• self.dimension_ (float) – The estimated intrinsic dimension
• self.residual_ (float) – Residuals