xpectra.KNNDistance

class xpectra.KNNDistance(k=5, n_components=20, random_state=42)

Bases: OODScorer

Distance to the k-th nearest training sample in PCA space.

Parameters:

• k (int)

• n_components (int)

• random_state (int)

__init__(k=5, n_components=20, random_state=42)

Parameters:

• k (int)

• n_components (int)

• random_state (int)

Return type:

None

Methods

__init__([k, n_components, random_state])
fit(X[, y, model])
score(X[, model])

Attributes

name

name: str = 'knn'

fit(X, y=None, model=None)

score(X, model=None)