Home - News ( United States | United Kingdom | Italy | Germany ) - Football scores

Showing content from http://spark.apache.org/docs/latest/api/java/org/apache/spark/ml/feature/RobustScalerParams.html below:

RobustScalerParams (Spark 4.0.0 JavaDoc)

All Superinterfaces:

HasInputCol, HasOutputCol, HasRelativeError, Identifiable, Params, Serializable

All Known Implementing Classes:

RobustScaler, RobustScalerModel

• Method Summary

  double

  double

  boolean

  boolean

  Lower quantile to calculate quantile range, shared by all features Default: 0.25

  Upper quantile to calculate quantile range, shared by all features Default: 0.75

  Validates and transforms the input schema.

  Whether to center the data with median before scaling.

  Whether to scale the data to quantile range.

  Methods inherited from interface org.apache.spark.ml.param.Paramsclear, copy, copyValues, defaultCopy, defaultParamMap, explainParam, explainParams, extractParamMap, extractParamMap, get, getDefault, getOrDefault, getParam, hasDefault, hasParam, isDefined, isSet, onParamChange, paramMap, params, set, set, set, setDefault, setDefault, shouldOwn

• Method Details
  • getLower

    double getLower()

  • getUpper

    double getUpper()

  • getWithCentering

    boolean getWithCentering()

  • getWithScaling

    boolean getWithScaling()

  • lower

    Lower quantile to calculate quantile range, shared by all features Default: 0.25

    Returns:

    (undocumented)

  • upper

    Upper quantile to calculate quantile range, shared by all features Default: 0.75

    Returns:

    (undocumented)

  • validateAndTransformSchema

    Validates and transforms the input schema.

  • withCentering

    Whether to center the data with median before scaling. It will build a dense output, so take care when applying to sparse input. Default: false

    Returns:

    (undocumented)

  • withScaling

    Whether to scale the data to quantile range. Default: true

    Returns:

    (undocumented)

RetroSearch is an open source project built by @garambo | Open a GitHub Issue

Search and Browse the WWW like it's 1997 | Search results from DuckDuckGo

HTML: 3.2 | Encoding: UTF-8 | Version: 0.7.4