t

ai.h2o.sparkling.ml.params

H2OGLRMParams

trait H2OGLRMParams extends H2OAlgoParamsBase with HasUserX with HasUserY with HasLossByColNames

Linear Supertypes
HasLossByColNames, HasUserY, HasUserX, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGLRM
Ordering
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  2. By Inheritance
Inherited
  1. H2OGLRMParams
  2. HasLossByColNames
  3. HasUserY
  4. HasUserX
  5. HasDataFrameSerializer
  6. H2OAlgoParamsBase
  7. H2OFrameLifecycle
  8. ParameterConstructorMethods
  9. Params
  10. Serializable
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. Any
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Visibility
  1. Public
  2. All

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. 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: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  7. final def clear(param: Param[_]): H2OGLRMParams.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  9. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  10. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  11. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  12. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  15. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  16. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  17. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  18. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  19. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  20. val expandUserY: BooleanParam
    Attributes
    protected
  21. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  22. def explainParams(): String
    Definition Classes
    Params
  23. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  24. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  25. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  26. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  27. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  28. val gammaX: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  29. val gammaY: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  30. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  31. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  32. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  33. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  34. def getExpandUserY(): Boolean
  35. def getExportCheckpointsDir(): String
  36. def getGammaX(): Double
  37. def getGammaY(): Double
  38. def getIgnoreConstCols(): Boolean
  39. def getIgnoredCols(): Array[String]
  40. def getImputeOriginal(): Boolean
  41. def getInit(): String
  42. def getInitStepSize(): Double
  43. def getK(): Int
  44. def getLoadingName(): String
  45. def getLoss(): String
  46. def getLossByCol(): Array[String]
  47. def getLossByColNames(): Array[String]
    Definition Classes
    HasLossByColNames
  48. def getLossByColNamesParam(trainingFrame: H2OFrame): Map[String, Any]
    Definition Classes
    HasLossByColNames
  49. def getMaxIterations(): Int
  50. def getMaxRuntimeSecs(): Double
  51. def getMaxUpdates(): Int
  52. def getMinStepSize(): Double
  53. def getModelId(): String
  54. def getMultiLoss(): String
  55. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  56. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  57. def getPeriod(): Int
  58. def getRecoverSvd(): Boolean
  59. def getRegularizationX(): String
  60. def getRegularizationY(): String
  61. def getRepresentationName(): String
  62. def getScoreEachIteration(): Boolean
  63. def getSeed(): Long
  64. def getSvdMethod(): String
  65. def getTransform(): String
  66. def getUserX(): DataFrame
    Definition Classes
    HasUserX
  67. def getUserY(): DataFrame
    Definition Classes
    HasUserY
  68. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  69. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  70. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  71. val ignoreConstCols: BooleanParam
    Attributes
    protected
  72. val ignoredCols: NullableStringArrayParam
    Attributes
    protected
  73. val imputeOriginal: BooleanParam
    Attributes
    protected
  74. val init: Param[String]
    Attributes
    protected
  75. val initStepSize: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  76. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  77. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  78. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  79. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  80. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  81. val k: IntParam
    Attributes
    protected
  82. val loadingName: NullableStringParam
    Attributes
    protected
  83. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  84. val loss: Param[String]
    Attributes
    protected
  85. val lossByCol: NullableStringArrayParam
    Attributes
    protected
  86. val maxIterations: IntParam
    Attributes
    protected
  87. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  88. val maxUpdates: IntParam
    Attributes
    protected
  89. val minStepSize: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  90. val modelId: NullableStringParam
    Attributes
    protected
  91. val multiLoss: Param[String]
    Attributes
    protected
  92. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  93. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  94. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  95. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  96. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  97. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  98. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  99. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  100. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  101. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  102. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  103. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  104. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  105. def paramTag: ClassTag[GLRMParameters]
    Attributes
    protected
  106. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  107. val period: IntParam
    Attributes
    protected
  108. val recoverSvd: BooleanParam
    Attributes
    protected
  109. val regularizationX: Param[String]
    Attributes
    protected
  110. val regularizationY: Param[String]
    Attributes
    protected
  111. val representationName: NullableStringParam
    Attributes
    protected
  112. val scoreEachIteration: BooleanParam
    Attributes
    protected
  113. val seed: LongParam
    Attributes
    protected
  114. final def set(paramPair: ParamPair[_]): H2OGLRMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  115. final def set(param: String, value: Any): H2OGLRMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  116. final def set[T](param: Param[T], value: T): H2OGLRMParams.this.type
    Definition Classes
    Params
  117. final def setDefault(paramPairs: ParamPair[_]*): H2OGLRMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  118. final def setDefault[T](param: Param[T], value: T): H2OGLRMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  119. def setExpandUserY(value: Boolean): H2OGLRMParams.this.type
  120. def setExportCheckpointsDir(value: String): H2OGLRMParams.this.type
  121. def setGammaX(value: Double): H2OGLRMParams.this.type
  122. def setGammaY(value: Double): H2OGLRMParams.this.type
  123. def setIgnoreConstCols(value: Boolean): H2OGLRMParams.this.type
  124. def setIgnoredCols(value: Array[String]): H2OGLRMParams.this.type
  125. def setImputeOriginal(value: Boolean): H2OGLRMParams.this.type
  126. def setInit(value: String): H2OGLRMParams.this.type
  127. def setInitStepSize(value: Double): H2OGLRMParams.this.type
  128. def setK(value: Int): H2OGLRMParams.this.type
  129. def setLoadingName(value: String): H2OGLRMParams.this.type
  130. def setLoss(value: String): H2OGLRMParams.this.type
  131. def setLossByCol(value: Array[String]): H2OGLRMParams.this.type
  132. def setLossByColNames(value: Array[String]): H2OGLRMParams.this.type
    Definition Classes
    HasLossByColNames
  133. def setMaxIterations(value: Int): H2OGLRMParams.this.type
  134. def setMaxRuntimeSecs(value: Double): H2OGLRMParams.this.type
  135. def setMaxUpdates(value: Int): H2OGLRMParams.this.type
  136. def setMinStepSize(value: Double): H2OGLRMParams.this.type
  137. def setModelId(value: String): H2OGLRMParams.this.type
  138. def setMultiLoss(value: String): H2OGLRMParams.this.type
  139. def setPeriod(value: Int): H2OGLRMParams.this.type
  140. def setRecoverSvd(value: Boolean): H2OGLRMParams.this.type
  141. def setRegularizationX(value: String): H2OGLRMParams.this.type
  142. def setRegularizationY(value: String): H2OGLRMParams.this.type
  143. def setRepresentationName(value: String): H2OGLRMParams.this.type
  144. def setScoreEachIteration(value: Boolean): H2OGLRMParams.this.type
  145. def setSeed(value: Long): H2OGLRMParams.this.type
  146. def setSvdMethod(value: String): H2OGLRMParams.this.type
  147. def setTransform(value: String): H2OGLRMParams.this.type
  148. def setUserX(value: DataFrame): H2OGLRMParams.this.type
    Definition Classes
    HasUserX
  149. def setUserY(value: DataFrame): H2OGLRMParams.this.type
    Definition Classes
    HasUserY
  150. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  151. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  152. val svdMethod: Param[String]
    Attributes
    protected
  153. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  154. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  155. val transform: Param[String]
    Attributes
    protected
  156. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  157. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  158. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from HasLossByColNames

Inherited from HasUserY

Inherited from HasUserX

Inherited from HasDataFrameSerializer

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped