程序包 org.apache.flink.ml.feature.imputer

接口 ImputerParams<T>

  • 类型参数:
    T - The class type of this instance.
    所有超级接口:
    org.apache.flink.ml.common.param.HasInputCols<T>, org.apache.flink.ml.common.param.HasOutputCols<T>, org.apache.flink.ml.common.param.HasRelativeError<T>, ImputerModelParams<T>, org.apache.flink.ml.param.WithParams<T>
    所有已知实现类:
    Imputer
    public interface ImputerParams<T>
extends org.apache.flink.ml.common.param.HasRelativeError<T>, ImputerModelParams<T>
    Params of Imputer.

    • 字段概要

      字段 
      修饰符和类型 字段 说明
      static String MEAN  
      static String MEDIAN  
      static String MOST_FREQUENT  
      static org.apache.flink.ml.param.Param<String> STRATEGY
      Supported options of the imputation strategy.

      • 从接口继承的字段 org.apache.flink.ml.common.param.HasInputCols

        INPUT_COLS

      • 从接口继承的字段 org.apache.flink.ml.common.param.HasOutputCols

        OUTPUT_COLS

      • 从接口继承的字段 org.apache.flink.ml.common.param.HasRelativeError

        RELATIVE_ERROR

    • 方法概要

      所有方法 实例方法 默认方法 
      修饰符和类型 方法 说明
      default String getStrategy()  
      default T setStrategy​(String value)  

      • 从接口继承的方法 org.apache.flink.ml.common.param.HasInputCols

        getInputCols, setInputCols

      • 从接口继承的方法 org.apache.flink.ml.common.param.HasOutputCols

        getOutputCols, setOutputCols

      • 从接口继承的方法 org.apache.flink.ml.common.param.HasRelativeError

        getRelativeError, setRelativeError

      • 从接口继承的方法 org.apache.flink.ml.param.WithParams

        get, getParam, getParamMap, set

    • 字段详细资料

      • STRATEGY

        static final org.apache.flink.ml.param.Param<String> STRATEGY
        Supported options of the imputation strategy.
        • mean: replace missing values using the mean along each column.
        • median: replace missing values using the median along each column.
        • most_frequent: replace missing using the most frequent value along each column. If there is more than one such value, only the smallest is returned.

    • 方法详细资料

      • getStrategy

        default String getStrategy()

      • setStrategy

        default T setStrategy​(String value)