Interface | Description |
---|---|
KMeansModelParams<T> |
Params of
KMeansModel and OnlineKMeansModel . |
KMeansParams<T> |
Params of
KMeans . |
OnlineKMeansParams<T> |
Params of
OnlineKMeans . |
Class | Description |
---|---|
KMeans |
An Estimator which implements the k-means clustering algorithm.
|
KMeansModel |
A Model which clusters data into k clusters using the model data computed by
KMeans . |
KMeansModelData |
Model data of
KMeansModel and OnlineKMeansModel . |
KMeansModelData.ModelDataDecoder |
Data decoder for
KMeansModelData . |
KMeansModelData.ModelDataEncoder |
Data encoder for
KMeansModelData . |
OnlineKMeans |
OnlineKMeans extends the function of
KMeans , supporting to train a K-Means model
continuously according to an unbounded stream of train data. |
OnlineKMeansModel |
OnlineKMeansModel can be regarded as an advanced
KMeansModel operator which can update
model data in a streaming format, using the model data provided by OnlineKMeans . |
Copyright © 2019–2023 The Apache Software Foundation. All rights reserved.