Trait

ai.h2o.sparkling.ml.params

H2OAlgoCommonParams

Related Doc: package params

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trait H2OAlgoCommonParams[P <: Parameters] extends H2OAlgoParamsHelper[P] with H2OCommonParams

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

Linear Supertypes
H2OCommonParams, H2OMOJOAlgoSharedParams, Logging, Logging, H2OAlgoParamsHelper[P], Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAlgoSharedTreeParams, H2OAlgoSupervisedParams, H2OAlgoUnsupervisedParams, H2OAlgorithm, H2ODRF, H2ODRFParams, H2ODeepLearning, H2ODeepLearningParams, H2OGBM, H2OGBMParams, H2OGLM, H2OGLMParams, H2OKMeans, H2OKMeansParams, H2OSupervisedAlgorithm, H2OTreeBasedSupervisedAlgorithm, H2OUnsupervisedAlgorithm, H2OXGBoost, H2OXGBoostParams
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Inherited
  1. H2OAlgoCommonParams
  2. H2OCommonParams
  3. H2OMOJOAlgoSharedParams
  4. Logging
  5. Logging
  6. H2OAlgoParamsHelper
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. Any
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Visibility
  1. Public
  2. All

Type Members

  1. abstract type H2O_SCHEMA

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    Definition Classes
    H2OAlgoParamsHelper

Abstract Value Members

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

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    Definition Classes
    Params

  2. abstract def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  3. abstract def paramTag: ClassTag[P]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  4. abstract def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  5. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  8. final def clear(param: Param[_]): H2OAlgoCommonParams.this.type

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    Definition Classes
    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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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  11. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  12. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
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    Definition Classes
    Params

  15. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    AnyRef

  21. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  23. def explainParams(): String

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    Definition Classes
    Params

  24. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  26. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  27. def finalize(): Unit

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

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  30. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  41. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  42. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  43. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  44. def getKeepCrossValidationFoldAssignment(): Boolean

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  45. def getKeepCrossValidationPredictions(): Boolean

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  46. def getModelId(): String

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  47. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  48. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

  50. def getParallelizeCrossValidation(): Boolean

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

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    Definition Classes
    Params

  52. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  53. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  54. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  55. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  56. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  58. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  59. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  60. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    Params

  66. final def isInstanceOf[T0]: Boolean

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    Any

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

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    Params

  68. def isTraceEnabled(): Boolean

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    Attributes
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    Definition Classes
    Logging

  69. def log: Logger

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    Logging

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

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    Attributes
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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

  76. def logName: String

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    Logging

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

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    Logging

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

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    Logging

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

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    Logging

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

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    Attributes
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    Logging

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

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    Definition Classes
    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

  83. final val modelId: NullableStringParam

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    Attributes
    protected

  84. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  86. final val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  87. final def notify(): Unit

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    Definition Classes
    AnyRef

  88. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

  99. var parameters: P

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    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  101. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  102. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  103. final def set(paramPair: ParamPair[_]): H2OAlgoCommonParams.this.type

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    Params

  104. final def set(param: String, value: Any): H2OAlgoCommonParams.this.type

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    Params

  105. final def set[T](param: Param[T], value: T): H2OAlgoCommonParams.this.type

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    Definition Classes
    Params

  106. def setAllStringColumnsToCategorical(value: Boolean): H2OAlgoCommonParams.this.type

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

  107. def setColumnsToCategorical(columns: Array[String]): H2OAlgoCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  108. def setColumnsToCategorical(first: String, others: String*): H2OAlgoCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  109. def setConvertInvalidNumbersToNa(value: Boolean): H2OAlgoCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  110. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAlgoCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  111. final def setDefault(paramPairs: ParamPair[_]*): H2OAlgoCommonParams.this.type

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    Attributes
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    Params

  112. final def setDefault[T](param: Param[T], value: T): H2OAlgoCommonParams.this.type

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    Attributes
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    Definition Classes
    Params

  113. def setDetailedPredictionCol(columnName: String): H2OAlgoCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  114. def setDistribution(value: String): H2OAlgoCommonParams.this.type

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  115. def setFeaturesCol(first: String): H2OAlgoCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  116. def setFeaturesCols(columnNames: Array[String]): H2OAlgoCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  117. def setFeaturesCols(first: String, others: String*): H2OAlgoCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  118. def setFoldCol(columnName: String): H2OAlgoCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  119. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OAlgoCommonParams.this.type

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  120. def setKeepCrossValidationPredictions(value: Boolean): H2OAlgoCommonParams.this.type

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  121. def setModelId(id: String): H2OAlgoCommonParams.this.type

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  122. def setNamedMojoOutputColumns(value: Boolean): H2OAlgoCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  123. def setNfolds(value: Int): H2OAlgoCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  124. def setParallelizeCrossValidation(value: Boolean): H2OAlgoCommonParams.this.type

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  125. def setPredictionCol(columnName: String): H2OAlgoCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  126. def setSeed(value: Long): H2OAlgoCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  127. def setSplitRatio(ratio: Double): H2OAlgoCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  128. def setWeightCol(columnName: String): H2OAlgoCommonParams.this.type

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    Definition Classes
    H2OCommonParams

  129. def setWithDetailedPredictionCol(enabled: Boolean): H2OAlgoCommonParams.this.type

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    Definition Classes
    H2OCommonParams

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

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    Attributes
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    Definition Classes
    H2OCommonParams

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

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    Attributes
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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    H2OAlgoParamsHelper

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

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    Definition Classes
    AnyRef

  136. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  137. final def wait(): Unit

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    AnyRef
    Annotations
    @throws( ... )

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

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    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  140. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  141. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

Inherited from H2OCommonParams

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