程序包 org.apache.flink.ml.clustering.kmeans

接口概要

接口	说明
KMeansModelParams<T>	Params of KMeansModel and OnlineKMeansModel.
KMeansParams<T>	Params of KMeans.
OnlineKMeansParams<T>	Params of OnlineKMeans.

类概要

类	说明
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.