modbot.training.models.KMeansComponent

class modbot.training.models.KMeansComponent

Bases: object

KMeans model class. With standard model methods.

Methods

fit(data)	Fit model to data
fit_transform(data)	Transform data and fit model
get_optimal_k(df)	Calculate the optimal number of clusters from distortion progress
optimize(comps)	Get optimal number of clusters
transform(data)	Transform data before training

fit(data)

Fit model to data

fit_transform(data)

Transform data and fit model

static get_optimal_k(df)

Calculate the optimal number of clusters from distortion progress

classmethod optimize(comps)

Get optimal number of clusters

transform(data)

Transform data before training