t

ai.h2o.sparkling.ml.params

H2ODRFParams

trait H2ODRFParams extends H2OAlgoParamsBase with HasCalibrationDataFrame with HasIgnoredCols

Linear Supertypes
HasIgnoredCols, HasCalibrationDataFrame, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2ODRF, H2ODRFClassifier, H2ODRFRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2ODRFParams
  2. HasIgnoredCols
  3. HasCalibrationDataFrame
  4. HasDataFrameSerializer
  5. H2OAlgoParamsBase
  6. H2OFrameLifecycle
  7. ParameterConstructorMethods
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. 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. val aucType: Param[String]
    Attributes
    protected
  7. val balanceClasses: BooleanParam
    Attributes
    protected
  8. val binomialDoubleTrees: BooleanParam
    Attributes
    protected
  9. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  10. val buildTreeOneNode: BooleanParam
    Attributes
    protected
  11. val calibrateModel: BooleanParam
    Attributes
    protected
  12. val calibrationMethod: Param[String]
    Attributes
    protected
  13. val categoricalEncoding: Param[String]
    Attributes
    protected
  14. val checkConstantResponse: BooleanParam
    Attributes
    protected
  15. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
  16. final def clear(param: Param[_]): H2ODRFParams.this.type
    Definition Classes
    Params
  17. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  18. val colSampleRateChangePerLevel: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  19. val colSampleRatePerTree: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  20. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  21. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  22. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  23. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  24. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  25. val customMetricFunc: NullableStringParam
    Attributes
    protected
  26. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  27. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  28. val distribution: Param[String]
    Attributes
    protected
  29. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  30. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  31. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  32. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  33. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  34. def explainParams(): String
    Definition Classes
    Params
  35. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  36. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  37. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  38. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  39. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  40. val foldAssignment: Param[String]
    Attributes
    protected
  41. val foldCol: NullableStringParam
    Attributes
    protected
  42. val gainsliftBins: IntParam
    Attributes
    protected
  43. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  44. def getAucType(): String
  45. def getBalanceClasses(): Boolean
  46. def getBinomialDoubleTrees(): Boolean
  47. def getBuildTreeOneNode(): Boolean
  48. def getCalibrateModel(): Boolean
  49. def getCalibrationDataFrame(): DataFrame
    Definition Classes
    HasCalibrationDataFrame
  50. def getCalibrationMethod(): String
  51. def getCategoricalEncoding(): String
  52. def getCheckConstantResponse(): Boolean
  53. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  54. def getClassSamplingFactors(): Array[Float]
  55. def getColSampleRateChangePerLevel(): Double
  56. def getColSampleRatePerTree(): Double
  57. def getCustomMetricFunc(): String
  58. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  59. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  60. def getDistribution(): String
  61. def getExportCheckpointsDir(): String
  62. def getFoldAssignment(): String
  63. def getFoldCol(): String
  64. def getGainsliftBins(): Int
  65. def getHistogramType(): String
  66. def getIgnoreConstCols(): Boolean
  67. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  68. def getKeepCrossValidationFoldAssignment(): Boolean
  69. def getKeepCrossValidationModels(): Boolean
  70. def getKeepCrossValidationPredictions(): Boolean
  71. def getLabelCol(): String
  72. def getMaxAfterBalanceSize(): Float
  73. def getMaxConfusionMatrixSize(): Int
  74. def getMaxDepth(): Int
  75. def getMaxRuntimeSecs(): Double
  76. def getMinRows(): Double
  77. def getMinSplitImprovement(): Double
  78. def getModelId(): String
  79. def getMtries(): Int
  80. def getNbins(): Int
  81. def getNbinsCats(): Int
  82. def getNbinsTopLevel(): Int
  83. def getNfolds(): Int
  84. def getNtrees(): Int
  85. def getOffsetCol(): String
  86. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  87. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  88. def getSampleRate(): Double
  89. def getSampleRatePerClass(): Array[Double]
  90. def getScoreEachIteration(): Boolean
  91. def getScoreTreeInterval(): Int
  92. def getSeed(): Long
  93. def getStoppingMetric(): String
  94. def getStoppingRounds(): Int
  95. def getStoppingTolerance(): Double
  96. def getWeightCol(): String
  97. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  98. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  99. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  100. val histogramType: Param[String]
    Attributes
    protected
  101. val ignoreConstCols: BooleanParam
    Attributes
    protected
  102. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  103. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  104. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  105. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  106. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  107. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
  108. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
  109. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
  110. val labelCol: Param[String]
    Attributes
    protected
  111. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  112. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
  113. val maxConfusionMatrixSize: IntParam
    Attributes
    protected
  114. val maxDepth: IntParam
    Attributes
    protected
  115. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  116. val minRows: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  117. val minSplitImprovement: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  118. val modelId: NullableStringParam
    Attributes
    protected
  119. val mtries: IntParam
    Attributes
    protected
  120. val nbins: IntParam
    Attributes
    protected
  121. val nbinsCats: IntParam
    Attributes
    protected
  122. val nbinsTopLevel: IntParam
    Attributes
    protected
  123. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  124. val nfolds: IntParam
    Attributes
    protected
  125. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  126. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  127. val ntrees: IntParam
    Attributes
    protected
  128. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  129. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  130. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  131. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  132. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  133. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  134. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  135. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  136. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  137. val offsetCol: NullableStringParam
    Attributes
    protected
  138. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  139. def paramTag: ClassTag[DRFParameters]
    Attributes
    protected
  140. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  141. val sampleRate: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  142. val sampleRatePerClass: NullableDoubleArrayParam
    Attributes
    protected
  143. val scoreEachIteration: BooleanParam
    Attributes
    protected
  144. val scoreTreeInterval: IntParam
    Attributes
    protected
  145. val seed: LongParam
    Attributes
    protected
  146. final def set(paramPair: ParamPair[_]): H2ODRFParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  147. final def set(param: String, value: Any): H2ODRFParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  148. final def set[T](param: Param[T], value: T): H2ODRFParams.this.type
    Definition Classes
    Params
  149. def setAucType(value: String): H2ODRFParams.this.type
  150. def setBalanceClasses(value: Boolean): H2ODRFParams.this.type
  151. def setBinomialDoubleTrees(value: Boolean): H2ODRFParams.this.type
  152. def setBuildTreeOneNode(value: Boolean): H2ODRFParams.this.type
  153. def setCalibrateModel(value: Boolean): H2ODRFParams.this.type
  154. def setCalibrationDataFrame(value: DataFrame): H2ODRFParams.this.type
    Definition Classes
    HasCalibrationDataFrame
  155. def setCalibrationMethod(value: String): H2ODRFParams.this.type
  156. def setCategoricalEncoding(value: String): H2ODRFParams.this.type
  157. def setCheckConstantResponse(value: Boolean): H2ODRFParams.this.type
  158. def setClassSamplingFactors(value: Array[Float]): H2ODRFParams.this.type
  159. def setColSampleRateChangePerLevel(value: Double): H2ODRFParams.this.type
  160. def setColSampleRatePerTree(value: Double): H2ODRFParams.this.type
  161. def setCustomMetricFunc(value: String): H2ODRFParams.this.type
  162. final def setDefault(paramPairs: ParamPair[_]*): H2ODRFParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  163. final def setDefault[T](param: Param[T], value: T): H2ODRFParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  164. def setDistribution(value: String): H2ODRFParams.this.type
  165. def setExportCheckpointsDir(value: String): H2ODRFParams.this.type
  166. def setFoldAssignment(value: String): H2ODRFParams.this.type
  167. def setFoldCol(value: String): H2ODRFParams.this.type
  168. def setGainsliftBins(value: Int): H2ODRFParams.this.type
  169. def setHistogramType(value: String): H2ODRFParams.this.type
  170. def setIgnoreConstCols(value: Boolean): H2ODRFParams.this.type
  171. def setIgnoredCols(value: Array[String]): H2ODRFParams.this.type
    Definition Classes
    HasIgnoredCols
  172. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODRFParams.this.type
  173. def setKeepCrossValidationModels(value: Boolean): H2ODRFParams.this.type
  174. def setKeepCrossValidationPredictions(value: Boolean): H2ODRFParams.this.type
  175. def setLabelCol(value: String): H2ODRFParams.this.type
  176. def setMaxAfterBalanceSize(value: Float): H2ODRFParams.this.type
  177. def setMaxConfusionMatrixSize(value: Int): H2ODRFParams.this.type
  178. def setMaxDepth(value: Int): H2ODRFParams.this.type
  179. def setMaxRuntimeSecs(value: Double): H2ODRFParams.this.type
  180. def setMinRows(value: Double): H2ODRFParams.this.type
  181. def setMinSplitImprovement(value: Double): H2ODRFParams.this.type
  182. def setModelId(value: String): H2ODRFParams.this.type
  183. def setMtries(value: Int): H2ODRFParams.this.type
  184. def setNbins(value: Int): H2ODRFParams.this.type
  185. def setNbinsCats(value: Int): H2ODRFParams.this.type
  186. def setNbinsTopLevel(value: Int): H2ODRFParams.this.type
  187. def setNfolds(value: Int): H2ODRFParams.this.type
  188. def setNtrees(value: Int): H2ODRFParams.this.type
  189. def setOffsetCol(value: String): H2ODRFParams.this.type
  190. def setSampleRate(value: Double): H2ODRFParams.this.type
  191. def setSampleRatePerClass(value: Array[Double]): H2ODRFParams.this.type
  192. def setScoreEachIteration(value: Boolean): H2ODRFParams.this.type
  193. def setScoreTreeInterval(value: Int): H2ODRFParams.this.type
  194. def setSeed(value: Long): H2ODRFParams.this.type
  195. def setStoppingMetric(value: String): H2ODRFParams.this.type
  196. def setStoppingRounds(value: Int): H2ODRFParams.this.type
  197. def setStoppingTolerance(value: Double): H2ODRFParams.this.type
  198. def setWeightCol(value: String): H2ODRFParams.this.type
  199. val stoppingMetric: Param[String]
    Attributes
    protected
  200. val stoppingRounds: IntParam
    Attributes
    protected
  201. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  202. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  203. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  204. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  205. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  206. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  207. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  208. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  209. val weightCol: NullableStringParam
    Attributes
    protected

Inherited from HasIgnoredCols

Inherited from HasCalibrationDataFrame

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