t

ai.h2o.sparkling.ml.params

H2ODRFParams

trait H2ODRFParams extends H2OAlgoParamsBase with HasCalibrationDataFrame with HasIgnoredCols

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

Inherited from HasIgnoredCols

Inherited from HasCalibrationDataFrame

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