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

接口 AgglomerativeClusteringParams<T>

  • 类型参数:
    T - The class type of this instance.
    所有超级接口:
    org.apache.flink.ml.common.param.HasDistanceMeasure<T>, org.apache.flink.ml.common.param.HasFeaturesCol<T>, org.apache.flink.ml.common.param.HasPredictionCol<T>, HasWindows<T>, org.apache.flink.ml.param.WithParams<T>
    所有已知实现类:
    AgglomerativeClustering
    public interface AgglomerativeClusteringParams<T>
extends org.apache.flink.ml.common.param.HasDistanceMeasure<T>, org.apache.flink.ml.common.param.HasFeaturesCol<T>, org.apache.flink.ml.common.param.HasPredictionCol<T>, HasWindows<T>
    Params of AgglomerativeClustering.

    • 字段详细资料

      • NUM_CLUSTERS

        static final org.apache.flink.ml.param.Param<Integer> NUM_CLUSTERS

      • DISTANCE_THRESHOLD

        static final org.apache.flink.ml.param.Param<Double> DISTANCE_THRESHOLD

      • LINKAGE

        static final org.apache.flink.ml.param.Param<String> LINKAGE
        Supported options to compute the distance between two clusters. The algorithm will merge the pairs of cluster that minimize this criterion.
        • ward: the variance between the two clusters.
        • complete: the maximum distance between all observations of the two clusters.
        • single: the minimum distance between all observations of the two clusters.
        • average: the average distance between all observations of the two clusters.

      • COMPUTE_FULL_TREE

        static final org.apache.flink.ml.param.Param<Boolean> COMPUTE_FULL_TREE

    • 方法详细资料

      • getNumClusters

        default Integer getNumClusters()

      • setNumClusters

        default T setNumClusters​(Integer value)

      • getLinkage

        default String getLinkage()

      • setLinkage

        default T setLinkage​(String value)

      • getDistanceThreshold

        default Double getDistanceThreshold()

      • setDistanceThreshold

        default T setDistanceThreshold​(Double value)

      • getComputeFullTree

        default Boolean getComputeFullTree()

      • setComputeFullTree

        default T setComputeFullTree​(Boolean value)