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