Trait

ai.h2o.sparkling.ml.params

H2OAlgoSupervisedParams

Related Doc: package params

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trait H2OAlgoSupervisedParams[P <: Parameters] extends H2OAlgoParamsHelper[P] with H2OCommonSupervisedParams with H2OAlgoCommonParams[P]

A trait extracting a shared parameters among all supervised simple algorithms (all except Grid & AutoML).

Linear Supertypes
H2OAlgoCommonParams[P], H2OCommonSupervisedParams, H2OCommonParams, H2OSupervisedMOJOParams, H2OMOJOAlgoSharedParams, Logging, Logging, H2OAlgoParamsHelper[P], Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAlgoSharedTreeParams, H2ODRF, H2ODRFParams, H2ODeepLearning, H2ODeepLearningParams, H2OGBM, H2OGBMParams, H2OGLM, H2OGLMParams, H2OSupervisedAlgorithm, H2OTreeBasedSupervisedAlgorithm, H2OXGBoost, H2OXGBoostParams
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Inherited
  1. H2OAlgoSupervisedParams
  2. H2OAlgoCommonParams
  3. H2OCommonSupervisedParams
  4. H2OCommonParams
  5. H2OSupervisedMOJOParams
  6. H2OMOJOAlgoSharedParams
  7. Logging
  8. Logging
  9. H2OAlgoParamsHelper
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
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Visibility
  1. Public
  2. All

Type Members

  1. abstract type H2O_SCHEMA

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    H2OAlgoParamsHelper

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params

  2. abstract def paramTag: ClassTag[P]

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    H2OAlgoParamsHelper

  3. abstract def schemaTag: ClassTag[H2O_SCHEMA]

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    H2OAlgoParamsHelper

  4. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

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  2. final def ##(): Int

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  3. final def $[T](param: Param[T]): T

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    Params

  4. final def ==(arg0: Any): Boolean

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    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Any

  6. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    H2OAlgoParamsHelper

  7. def booleanParam(name: String, doc: String): BooleanParam

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    H2OAlgoParamsHelper

  8. final def clear(param: Param[_]): H2OAlgoSupervisedParams.this.type

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    Params

  9. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  10. final val columnsToCategorical: StringArrayParam

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    H2OCommonParams

  11. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
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    H2OMOJOAlgoSharedParams

  12. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    H2OMOJOAlgoSharedParams

  13. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Params

  14. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Params

  15. final val detailedPredictionCol: Param[String]

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    H2OMOJOAlgoSharedParams

  16. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    H2OAlgoParamsHelper

  17. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

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    H2OAlgoParamsHelper

  18. def doubleParam(name: String, doc: Option[String] = None): org.apache.spark.ml.param.DoubleParam

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    H2OAlgoParamsHelper

  19. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

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    H2OAlgoParamsHelper

  20. final def eq(arg0: AnyRef): Boolean

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    AnyRef

  21. def equals(arg0: Any): Boolean

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  22. def explainParam(param: Param[_]): String

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    Params

  23. def explainParams(): String

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    Params

  24. final def extractParamMap(): ParamMap

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    Params

  25. final def extractParamMap(extra: ParamMap): ParamMap

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    Params

  26. final val featuresCols: StringArrayParam

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    H2OMOJOAlgoSharedParams

  27. def finalize(): Unit

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    protected[java.lang]
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    Annotations
    @throws( classOf[java.lang.Throwable] )

  28. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    H2OAlgoParamsHelper

  29. def floatParam(name: String, doc: String): FloatParam

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    H2OAlgoParamsHelper

  30. final val foldCol: NullableStringParam

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    H2OCommonParams

  31. final def get[T](param: Param[T]): Option[T]

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    Params

  32. def getAllStringColumnsToCategorical(): Boolean

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  33. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  34. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  35. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  36. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  37. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  38. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  39. def getDistribution(): String

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    Definition Classes
    H2OAlgoCommonParams

  40. def getDoc(doc: Option[String], fieldName: String): String

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    H2OAlgoParamsHelper

  41. def getExcludedCols(): Seq[String]

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    H2OCommonSupervisedParams → H2OCommonParams

  42. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  43. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  44. def getH2ODoc(fieldName: String): String

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    H2OAlgoParamsHelper

  45. def getKeepCrossValidationFoldAssignment(): Boolean

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    H2OAlgoCommonParams

  46. def getKeepCrossValidationPredictions(): Boolean

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    H2OAlgoCommonParams

  47. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams

  48. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams

  49. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  50. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

  51. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams

  52. final def getOrDefault[T](param: Param[T]): T

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    Params

  53. def getParallelizeCrossValidation(): Boolean

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    H2OAlgoCommonParams

  54. def getParam(paramName: String): Param[Any]

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    Params

  55. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  56. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  57. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  58. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  59. def getWithContributions(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  60. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  61. final def hasDefault[T](param: Param[T]): Boolean

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    Params

  62. def hasParam(paramName: String): Boolean

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    Params

  63. def hashCode(): Int

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    AnyRef → Any

  64. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
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    Logging

  65. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Logging

  66. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

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    H2OAlgoParamsHelper

  67. def intArrayParam(name: String, doc: String): IntArrayParam

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  68. def intParam(name: String, doc: Option[String] = None): IntParam

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  69. def intParam(name: String, doc: String): IntParam

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  70. final def isDefined(param: Param[_]): Boolean

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  71. final def isInstanceOf[T0]: Boolean

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  72. final def isSet(param: Param[_]): Boolean

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  73. def isTraceEnabled(): Boolean

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    Logging

  74. final val labelCol: Param[String]

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    H2OCommonSupervisedParams

  75. def log: Logger

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    Logging

  76. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Logging

  77. def logDebug(msg: ⇒ String): Unit

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    Logging

  78. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Logging

  79. def logError(msg: ⇒ String): Unit

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    Logging

  80. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Logging

  81. def logInfo(msg: ⇒ String): Unit

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    Logging

  82. def logName: String

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    Logging

  83. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Logging

  84. def logTrace(msg: ⇒ String): Unit

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    Logging

  85. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Logging

  86. def logWarning(msg: ⇒ String): Unit

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    Logging

  87. def longParam(name: String, doc: Option[String] = None): LongParam

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    H2OAlgoParamsHelper

  88. def longParam(name: String, doc: String): LongParam

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    H2OAlgoParamsHelper

  89. final val modelId: NullableStringParam

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    H2OAlgoCommonParams

  90. final val namedMojoOutputColumns: Param[Boolean]

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    H2OMOJOAlgoSharedParams

  91. final def ne(arg0: AnyRef): Boolean

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    AnyRef

  92. final val nfolds: IntParam

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    H2OCommonParams

  93. final def notify(): Unit

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  94. final def notifyAll(): Unit

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  95. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam

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    H2OAlgoParamsHelper

  96. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam

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  97. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

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  98. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

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    H2OAlgoParamsHelper

  99. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam

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    H2OAlgoParamsHelper

  100. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

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    H2OAlgoParamsHelper

  101. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam

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  102. def nullableStringParam(name: String, doc: String): NullableStringParam

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  103. def param[T](name: String, doc: Option[String] = None): Param[T]

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  104. def param[T](name: String, doc: String): Param[T]

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  105. var parameters: P

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  106. lazy val params: Array[Param[_]]

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    Params

  107. final val predictionCol: Param[String]

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    H2OMOJOAlgoSharedParams

  108. final val seed: LongParam

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    H2OCommonParams

  109. final def set(paramPair: ParamPair[_]): H2OAlgoSupervisedParams.this.type

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  110. final def set(param: String, value: Any): H2OAlgoSupervisedParams.this.type

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  111. final def set[T](param: Param[T], value: T): H2OAlgoSupervisedParams.this.type

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    Params

  112. def setAllStringColumnsToCategorical(value: Boolean): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )

  113. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  114. def setColumnsToCategorical(columns: Array[String]): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  115. def setColumnsToCategorical(first: String, others: String*): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  116. def setConvertInvalidNumbersToNa(value: Boolean): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  117. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  118. final def setDefault(paramPairs: ParamPair[_]*): H2OAlgoSupervisedParams.this.type

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  119. final def setDefault[T](param: Param[T], value: T): H2OAlgoSupervisedParams.this.type

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  120. def setDetailedPredictionCol(columnName: String): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  121. def setDistribution(value: String): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  122. def setFeaturesCol(first: String): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  123. def setFeaturesCols(columnNames: ArrayList[String]): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  124. def setFeaturesCols(columnNames: Array[String]): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  125. def setFeaturesCols(first: String, others: String*): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  126. def setFoldCol(columnName: String): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  127. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  128. def setKeepCrossValidationPredictions(value: Boolean): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  129. def setLabelCol(columnName: String): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  130. def setModelId(id: String): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  131. def setNamedMojoOutputColumns(value: Boolean): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  132. def setNfolds(value: Int): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  133. def setOffsetCol(columnName: String): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  134. def setParallelizeCrossValidation(value: Boolean): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OAlgoCommonParams

  135. def setPredictionCol(columnName: String): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  136. def setSeed(value: Long): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  137. def setSplitRatio(ratio: Double): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  138. def setWeightCol(columnName: String): H2OAlgoSupervisedParams.this.type

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    H2OCommonParams

  139. def setWithContributions(enabled: Boolean): H2OAlgoSupervisedParams.this.type

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    H2OCommonParams

  140. def setWithDetailedPredictionCol(enabled: Boolean): H2OAlgoSupervisedParams.this.type

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    Definition Classes
    H2OCommonParams

  141. final val splitRatio: org.apache.spark.ml.param.DoubleParam

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    H2OCommonParams

  142. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    H2OAlgoParamsHelper

  143. def stringArrayParam(name: String, doc: String): StringArrayParam

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    H2OAlgoParamsHelper

  144. def stringParam(name: String, doc: Option[String] = None): Param[String]

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  145. def stringParam(name: String, doc: String): Param[String]

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    H2OAlgoParamsHelper

  146. final def synchronized[T0](arg0: ⇒ T0): T0

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    AnyRef

  147. def toString(): String

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    Identifiable → AnyRef → Any

  148. final def wait(): Unit

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    @throws( ... )

  149. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )

  150. final def wait(arg0: Long): Unit

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    @throws( ... )

  151. final val weightCol: NullableStringParam

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    H2OCommonParams

  152. final val withContributions: BooleanParam

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    H2OMOJOAlgoSharedParams

  153. final val withDetailedPredictionCol: BooleanParam

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    H2OMOJOAlgoSharedParams

Inherited from H2OAlgoCommonParams[P]

Inherited from H2OCommonSupervisedParams

Inherited from H2OCommonParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Logging

Inherited from H2OAlgoParamsHelper[P]

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped