c

org.apache.spark.ml.param

EstimatorParam

class EstimatorParam extends ComplexParam[Estimator[_ <: Model[_]]] with PipelineStageWrappable[Estimator[_ <: Model[_]]]

Param for Estimator. Needed as spark has explicit params for many different types but not Estimator.

Linear Supertypes
PipelineStageWrappable[Estimator[_ <: Model[_]]], ParamEquality[Estimator[_ <: Model[_]]], ExternalPythonWrappableParam[Estimator[_ <: Model[_]]], PythonWrappableParam[Estimator[_ <: Model[_]]], ComplexParam[Estimator[_ <: Model[_]]], Param[Estimator[_ <: Model[_]]], Serializable, Serializable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. EstimatorParam
  2. PipelineStageWrappable
  3. ParamEquality
  4. ExternalPythonWrappableParam
  5. PythonWrappableParam
  6. ComplexParam
  7. Param
  8. Serializable
  9. Serializable
  10. AnyRef
  11. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new EstimatorParam(parent: Params, name: String, doc: String)
  2. new EstimatorParam(parent: Params, name: String, doc: String, isValid: (Estimator[_ <: Model[_]]) ⇒ Boolean)

Type Members

  1. type InnerType = Estimator[_ <: Model[_]]
    Definition Classes
    PythonWrappableParam

Value Members

  1. def ->(value: Estimator[_ <: Model[_]]): ParamPair[Estimator[_ <: Model[_]]]
    Definition Classes
    Param
  2. def assertEquality(v1: Any, v2: Any): Unit
    Definition Classes
    PipelineStageWrappable → ParamEquality
  3. val doc: String
    Definition Classes
    Param
  4. final def equals(obj: Any): Boolean
    Definition Classes
    Param → AnyRef → Any
  5. final def hashCode(): Int
    Definition Classes
    Param → AnyRef → Any
  6. val isValid: (Estimator[_ <: Model[_]]) ⇒ Boolean
    Definition Classes
    Param
  7. def jsonDecode(json: String): Estimator[_ <: Model[_]]
    Definition Classes
    ComplexParam → Param
  8. def jsonEncode(value: Estimator[_ <: Model[_]]): String
    Definition Classes
    ComplexParam → Param
  9. def load(sparkSession: SparkSession, path: Path): Estimator[_ <: Model[_]]
    Definition Classes
    ComplexParam
  10. val name: String
    Definition Classes
    Param
  11. val parent: String
    Definition Classes
    Param
  12. def pyConstructorLine(v: Estimator[_ <: Model[_]]): String
    Definition Classes
    PythonWrappableParam
  13. def pyLoadLine(modelNum: Int): String
    Definition Classes
    PipelineStageWrappable → ExternalPythonWrappableParam
  14. def pyName(v: Estimator[_ <: Model[_]]): String
    Definition Classes
    PythonWrappableParam
  15. def pySetterLine(v: Estimator[_ <: Model[_]]): String
    Definition Classes
    PythonWrappableParam
  16. def pyValue(v: Estimator[_ <: Model[_]]): String
    Definition Classes
    PipelineStageWrappable → PythonWrappableParam
  17. def save(obj: Estimator[_ <: Model[_]], sparkSession: SparkSession, path: Path, overwrite: Boolean): Unit
    Definition Classes
    ComplexParam
  18. final def toString(): String
    Definition Classes
    Param → AnyRef → Any
  19. def ttag: scala.reflect.api.JavaUniverse.TypeTag[Estimator[_ <: Model[_]]]
    Definition Classes
    ComplexParam
  20. def w(value: Estimator[_ <: Model[_]]): ParamPair[Estimator[_ <: Model[_]]]
    Definition Classes
    Param