t

ai.h2o.sparkling.ml.params

H2OAlgoSupervisedParams

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
H2ODRF, H2ODeepLearning, H2OGBM, H2OGLM, H2OSupervisedAlgorithm, H2OTreeBasedSupervisedAlgorithm, H2OXGBoost, H2OAlgoSharedTreeParams, H2ODRFParams, H2ODeepLearningParams, H2OGBMParams, H2OGLMParams, H2OXGBoostParams
Ordering
  1. Alphabetic
  2. By Inheritance
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
  1. Hide All
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Visibility
  1. Public
  2. All

Type Members

  1. abstract type H2O_SCHEMA
    Definition Classes
    H2OAlgoParamsHelper

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract def paramTag: ClassTag[P]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  3. abstract def schemaTag: ClassTag[H2O_SCHEMA]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  4. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def booleanParam(name: String, doc: Option[String] = None): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  8. final def clear(param: Param[_]): H2OAlgoSupervisedParams.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  11. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  12. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  16. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  17. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  18. def doubleParam(name: String, doc: Option[String] = None): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  19. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  20. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  21. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  22. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  23. def explainParams(): String
    Definition Classes
    Params
  24. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  25. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  26. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  27. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  28. def floatParam(name: String, doc: Option[String] = None): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  29. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  30. final val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  31. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  32. def getAllStringColumnsToCategorical(): Boolean
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  33. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  34. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  35. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  36. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  37. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  38. def getDetailedPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  39. def getDistribution(): String
    Definition Classes
    H2OAlgoCommonParams
  40. def getDoc(doc: Option[String], fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  41. def getExcludedCols(): Seq[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams
  42. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  43. def getFoldCol(): String
    Definition Classes
    H2OCommonParams
  44. def getH2ODoc(fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  45. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  46. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  47. def getLabelCol(): String
    Definition Classes
    H2OCommonSupervisedParams
  48. def getModelId(): String
    Definition Classes
    H2OAlgoCommonParams
  49. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  50. def getNfolds(): Int
    Definition Classes
    H2OCommonParams
  51. def getOffsetCol(): String
    Definition Classes
    H2OSupervisedMOJOParams
  52. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  53. def getParallelizeCrossValidation(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  54. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  55. def getPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  56. def getSeed(): Long
    Definition Classes
    H2OCommonParams
  57. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  58. def getWeightCol(): String
    Definition Classes
    H2OCommonParams
  59. def getWithContributions(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  60. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  61. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  62. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  63. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  64. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  65. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  66. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  67. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  68. def intParam(name: String, doc: Option[String] = None): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  69. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  70. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  71. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  72. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  73. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  74. final val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams
  75. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  76. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  77. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  78. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  79. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  80. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  81. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  82. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  83. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  84. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  85. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  86. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  87. def longParam(name: String, doc: Option[String] = None): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  88. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  89. final val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams
  90. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  91. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  92. final val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  93. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  94. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  95. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  96. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  97. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  98. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  99. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  100. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  101. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  102. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  103. def param[T](name: String, doc: Option[String] = None): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  104. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  105. val parameters: P
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  106. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  107. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  108. final val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  109. final def set(paramPair: ParamPair[_]): H2OAlgoSupervisedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  110. final def set(param: String, value: Any): H2OAlgoSupervisedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  111. final def set[T](param: Param[T], value: T): H2OAlgoSupervisedParams.this.type
    Definition Classes
    Params
  112. def setAllStringColumnsToCategorical(value: Boolean): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  113. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  114. def setColumnsToCategorical(columns: Array[String]): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  115. def setColumnsToCategorical(first: String, others: String*): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  116. def setConvertInvalidNumbersToNa(value: Boolean): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  117. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  118. final def setDefault(paramPairs: ParamPair[_]*): H2OAlgoSupervisedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  119. final def setDefault[T](param: Param[T], value: T): H2OAlgoSupervisedParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  120. def setDetailedPredictionCol(columnName: String): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  121. def setDistribution(value: String): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  122. def setFeaturesCol(first: String): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  123. def setFeaturesCols(columnNames: ArrayList[String]): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  124. def setFeaturesCols(columnNames: Array[String]): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  125. def setFeaturesCols(first: String, others: String*): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  126. def setFoldCol(columnName: String): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  127. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  128. def setKeepCrossValidationPredictions(value: Boolean): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  129. def setLabelCol(columnName: String): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonSupervisedParams
  130. def setModelId(id: String): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  131. def setNamedMojoOutputColumns(value: Boolean): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  132. def setNfolds(value: Int): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  133. def setOffsetCol(columnName: String): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonSupervisedParams
  134. def setParallelizeCrossValidation(value: Boolean): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  135. def setPredictionCol(columnName: String): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  136. def setSeed(value: Long): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  137. def setSplitRatio(ratio: Double): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  138. def setWeightCol(columnName: String): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  139. def setWithContributions(enabled: Boolean): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  140. def setWithDetailedPredictionCol(enabled: Boolean): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$6 , x$5 )
  141. def setWithLeafNodeAssignments(enabled: Boolean): H2OAlgoSupervisedParams.this.type
    Definition Classes
    H2OCommonParams
  142. final val splitRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  143. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  144. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  145. def stringParam(name: String, doc: Option[String] = None): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  146. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  147. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  148. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  149. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  150. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  151. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  152. final val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  153. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  154. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  155. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

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