Class/Object

ai.h2o.sparkling.ml.algos.regression

H2OGBMRegressor

Related Docs: object H2OGBMRegressor | package regression

Permalink

class H2OGBMRegressor extends H2OGBM with H2ORegressor with DistributionForRegressionCheck

Linear Supertypes
DistributionForRegressionCheck, H2ORegressor, H2OGBM, DistributionBasedH2OTrainFramePreparation, H2OGBMParams, HasIgnoredCols, HasCalibrationDataFrame, HasMonotoneConstraints, H2OTreeBasedSupervisedAlgorithm[GBMParameters], H2OSupervisedAlgorithmWithFoldColumn[GBMParameters], H2OSupervisedAlgorithm[GBMParameters], H2OAlgorithm[GBMParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[GBMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGBMRegressor
  2. DistributionForRegressionCheck
  3. H2ORegressor
  4. H2OGBM
  5. DistributionBasedH2OTrainFramePreparation
  6. H2OGBMParams
  7. HasIgnoredCols
  8. HasCalibrationDataFrame
  9. HasMonotoneConstraints
  10. H2OTreeBasedSupervisedAlgorithm
  11. H2OSupervisedAlgorithmWithFoldColumn
  12. H2OSupervisedAlgorithm
  13. H2OAlgorithm
  14. H2OAlgorithmCommonParams
  15. H2OAlgorithmMOJOParams
  16. H2OEstimator
  17. DefaultParamsWritable
  18. MLWritable
  19. H2OTrainFramePreparation
  20. H2OAlgoCommonUtils
  21. EstimatorCommonUtils
  22. RestCommunication
  23. RestEncodingUtils
  24. Logging
  25. H2OCommonParams
  26. H2OBaseMOJOParams
  27. H2OAlgoParamsBase
  28. H2OFrameLifecycle
  29. ParameterConstructorMethods
  30. Estimator
  31. PipelineStage
  32. Logging
  33. Params
  34. Serializable
  35. Serializable
  36. Identifiable
  37. AnyRef
  38. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGBMRegressor()

    Permalink

  2. new H2OGBMRegressor(uid: String)

    Permalink

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

    Permalink
    Definition Classes
    H2OAlgoParamsBase

Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  6. val aucType: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  7. val balanceClasses: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  8. var binaryModel: Option[H2OBinaryModel]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  10. val buildTreeOneNode: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  11. val calibrateModel: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  12. val categoricalEncoding: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  13. val checkConstantResponse: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  14. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit

    Permalink
    Definition Classes
    RestCommunication

  15. val classSamplingFactors: NullableFloatArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  16. final def clear(param: Param[_]): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    Params

  17. def clone(): AnyRef

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

  18. val colSampleRate: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  19. val colSampleRateChangePerLevel: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  20. val colSampleRatePerTree: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  21. final val columnsToCategorical: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  22. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  23. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. final val convertInvalidNumbersToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  25. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  26. def convertModelIdToKey(key: String): String

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  27. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  28. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  29. def copy(extra: ParamMap): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  31. def createMOJOSettings(): H2OMOJOSettings

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator

  32. def createMOJOUID(): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OEstimator

  33. val customDistributionFunc: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  34. val customMetricFunc: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  36. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  37. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  38. final val detailedPredictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  39. val distribution: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  41. def doubleParam(name: String, doc: String): DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  42. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  43. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Definition Classes
    AnyRef

  45. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  47. def explainParams(): String

    Permalink
    Definition Classes
    Params

  48. val exportCheckpointsDir: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  49. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  51. final val featuresCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  52. def finalize(): Unit

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

  53. def fit(dataset: Dataset[_]): H2OGBMMOJOModel

    Permalink
    Definition Classes
    H2OGBM → H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator

  54. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  55. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  56. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  58. val foldAssignment: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  59. val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  60. val gainsliftBins: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

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

    Permalink
    Definition Classes
    Params

  62. def getAucType(): String

    Permalink
    Definition Classes
    H2OGBMParams

  63. def getBalanceClasses(): Boolean

    Permalink
    Definition Classes
    H2OGBMParams

  64. def getBinaryModel(): H2OBinaryModel

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  65. def getBuildTreeOneNode(): Boolean

    Permalink
    Definition Classes
    H2OGBMParams

  66. def getCalibrateModel(): Boolean

    Permalink
    Definition Classes
    H2OGBMParams

  67. def getCalibrationDataFrame(): DataFrame

    Permalink
    Definition Classes
    HasCalibrationDataFrame

  68. def getCategoricalEncoding(): String

    Permalink
    Definition Classes
    H2OGBMParams

  69. def getCheckConstantResponse(): Boolean

    Permalink
    Definition Classes
    H2OGBMParams

  70. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any

  71. def getClassSamplingFactors(): Array[Float]

    Permalink
    Definition Classes
    H2OGBMParams

  72. def getColSampleRate(): Double

    Permalink
    Definition Classes
    H2OGBMParams

  73. def getColSampleRateChangePerLevel(): Double

    Permalink
    Definition Classes
    H2OGBMParams

  74. def getColSampleRatePerTree(): Double

    Permalink
    Definition Classes
    H2OGBMParams

  75. def getColumnsToCategorical(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams

  76. def getConvertInvalidNumbersToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  77. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  78. def getCustomDistributionFunc(): String

    Permalink
    Definition Classes
    H2OGBMParams

  79. def getCustomMetricFunc(): String

    Permalink
    Definition Classes
    H2OGBMParams

  80. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  81. def getDetailedPredictionCol(): String

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  82. def getDistribution(): String

    Permalink
    Definition Classes
    H2OGBMParams

  83. def getExportCheckpointsDir(): String

    Permalink
    Definition Classes
    H2OGBMParams

  84. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams

  85. def getFoldAssignment(): String

    Permalink
    Definition Classes
    H2OGBMParams

  86. def getFoldCol(): String

    Permalink
    Definition Classes
    H2OGBMParams

  87. def getGainsliftBins(): Int

    Permalink
    Definition Classes
    H2OGBMParams

  88. def getHistogramType(): String

    Permalink
    Definition Classes
    H2OGBMParams

  89. def getHuberAlpha(): Double

    Permalink
    Definition Classes
    H2OGBMParams

  90. def getIgnoreConstCols(): Boolean

    Permalink
    Definition Classes
    H2OGBMParams

  91. def getIgnoredCols(): Array[String]

    Permalink
    Definition Classes
    HasIgnoredCols

  92. def getKeepBinaryModels(): Boolean

    Permalink
    Definition Classes
    H2OCommonParams

  93. def getKeepCrossValidationFoldAssignment(): Boolean

    Permalink
    Definition Classes
    H2OGBMParams

  94. def getKeepCrossValidationModels(): Boolean

    Permalink
    Definition Classes
    H2OGBMParams

  95. def getKeepCrossValidationPredictions(): Boolean

    Permalink
    Definition Classes
    H2OGBMParams

  96. def getLabelCol(): String

    Permalink
    Definition Classes
    H2OGBMParams

  97. def getLearnRate(): Double

    Permalink
    Definition Classes
    H2OGBMParams

  98. def getLearnRateAnnealing(): Double

    Permalink
    Definition Classes
    H2OGBMParams

  99. def getMaxAbsLeafnodePred(): Double

    Permalink
    Definition Classes
    H2OGBMParams

  100. def getMaxAfterBalanceSize(): Float

    Permalink
    Definition Classes
    H2OGBMParams

  101. def getMaxConfusionMatrixSize(): Int

    Permalink
    Definition Classes
    H2OGBMParams

  102. def getMaxDepth(): Int

    Permalink
    Definition Classes
    H2OGBMParams

  103. def getMaxRuntimeSecs(): Double

    Permalink
    Definition Classes
    H2OGBMParams

  104. def getMinRows(): Double

    Permalink
    Definition Classes
    H2OGBMParams

  105. def getMinSplitImprovement(): Double

    Permalink
    Definition Classes
    H2OGBMParams

  106. def getModelId(): String

    Permalink
    Definition Classes
    H2OGBMParams

  107. def getMonotoneConstraints(): Map[String, Double]

    Permalink
    Definition Classes
    HasMonotoneConstraints

  108. def getNamedMojoOutputColumns(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  109. def getNbins(): Int

    Permalink
    Definition Classes
    H2OGBMParams

  110. def getNbinsCats(): Int

    Permalink
    Definition Classes
    H2OGBMParams

  111. def getNbinsTopLevel(): Int

    Permalink
    Definition Classes
    H2OGBMParams

  112. def getNfolds(): Int

    Permalink
    Definition Classes
    H2OGBMParams

  113. def getNtrees(): Int

    Permalink
    Definition Classes
    H2OGBMParams

  114. def getOffsetCol(): String

    Permalink
    Definition Classes
    H2OGBMParams

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  117. def getPredNoiseBandwidth(): Double

    Permalink
    Definition Classes
    H2OGBMParams

  118. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  119. def getQuantileAlpha(): Double

    Permalink
    Definition Classes
    H2OGBMParams

  120. def getSampleRate(): Double

    Permalink
    Definition Classes
    H2OGBMParams

  121. def getSampleRatePerClass(): Array[Double]

    Permalink
    Definition Classes
    H2OGBMParams

  122. def getScoreEachIteration(): Boolean

    Permalink
    Definition Classes
    H2OGBMParams

  123. def getScoreTreeInterval(): Int

    Permalink
    Definition Classes
    H2OGBMParams

  124. def getSeed(): Long

    Permalink
    Definition Classes
    H2OGBMParams

  125. def getSplitRatio(): Double

    Permalink
    Definition Classes
    H2OCommonParams

  126. def getStoppingMetric(): String

    Permalink
    Definition Classes
    H2OGBMParams

  127. def getStoppingRounds(): Int

    Permalink
    Definition Classes
    H2OGBMParams

  128. def getStoppingTolerance(): Double

    Permalink
    Definition Classes
    H2OGBMParams

  129. def getTweediePower(): Double

    Permalink
    Definition Classes
    H2OGBMParams

  130. def getValidationDataFrame(): DataFrame

    Permalink
    Definition Classes
    H2OCommonParams

  131. def getWeightCol(): String

    Permalink
    Definition Classes
    H2OGBMParams

  132. def getWithContributions(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  133. def getWithLeafNodeAssignments(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

  134. def getWithStageResults(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams

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

    Permalink
    Definition Classes
    Params

  136. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  137. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  138. val histogramType: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  139. val huberAlpha: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  140. val ignoreConstCols: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  141. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  142. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  143. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  144. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

    Permalink
    Definition Classes
    RestCommunication

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    Params

  148. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  149. def isPrimitiveType(value: Any): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    Params

  151. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  152. final val keepBinaryModels: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  153. val keepCrossValidationFoldAssignment: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  154. val keepCrossValidationModels: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  155. val keepCrossValidationPredictions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  156. val labelCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  157. val learnRate: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  158. val learnRateAnnealing: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  159. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  166. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  172. val maxAbsLeafnodePred: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  173. val maxAfterBalanceSize: FloatParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  174. val maxConfusionMatrixSize: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  175. val maxDepth: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  176. val maxRuntimeSecs: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  177. val minRows: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  178. val minSplitImprovement: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  179. val modelId: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  180. final val namedMojoOutputColumns: Param[Boolean]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  181. val nbins: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  182. val nbinsCats: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  183. val nbinsTopLevel: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

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

    Permalink
    Definition Classes
    AnyRef

  185. val nfolds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  186. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  187. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  188. val ntrees: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  189. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  192. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  193. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  194. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  196. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  198. val offsetCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  200. def paramTag: ClassTag[GBMParameters]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  201. var parameters: GBMParameters

    Permalink
    Attributes
    protected
    Definition Classes
    H2OEstimator

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

    Permalink
    Definition Classes
    Params

  203. val predNoiseBandwidth: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  204. final val predictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  205. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    DistributionBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  206. val quantileAlpha: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  207. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  208. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  209. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  210. val sampleRate: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  211. val sampleRatePerClass: NullableDoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  212. def sanitize(colName: String): String

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  213. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  214. val scoreEachIteration: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  215. val scoreTreeInterval: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  216. val seed: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  217. final def set(paramPair: ParamPair[_]): H2OGBMRegressor.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  218. final def set(param: String, value: Any): H2OGBMRegressor.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  219. final def set[T](param: Param[T], value: T): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    Params

  220. def setAucType(value: String): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  221. def setBalanceClasses(value: Boolean): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  222. def setBuildTreeOneNode(value: Boolean): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  223. def setCalibrateModel(value: Boolean): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  224. def setCalibrationDataFrame(value: DataFrame): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    HasCalibrationDataFrame

  225. def setCategoricalEncoding(value: String): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  226. def setCheckConstantResponse(value: Boolean): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  227. def setClassSamplingFactors(value: Array[Float]): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  228. def setColSampleRate(value: Double): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  229. def setColSampleRateChangePerLevel(value: Double): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  230. def setColSampleRatePerTree(value: Double): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  231. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  232. def setColumnsToCategorical(columns: Array[String]): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  233. def setColumnsToCategorical(first: String, others: String*): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  234. def setConvertInvalidNumbersToNa(value: Boolean): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  235. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  236. def setCustomDistributionFunc(value: String): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  237. def setCustomMetricFunc(value: String): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  238. final def setDefault(paramPairs: ParamPair[_]*): H2OGBMRegressor.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  239. final def setDefault[T](param: Param[T], value: T): H2OGBMRegressor.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  240. def setDetailedPredictionCol(columnName: String): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  241. def setDistribution(value: String): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  242. def setExportCheckpointsDir(value: String): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  243. def setFeaturesCol(first: String): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  244. def setFeaturesCols(columnNames: ArrayList[String]): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  245. def setFeaturesCols(columnNames: Array[String]): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  246. def setFeaturesCols(first: String, others: String*): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  247. def setFoldAssignment(value: String): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  248. def setFoldCol(value: String): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  249. def setGainsliftBins(value: Int): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  250. def setHistogramType(value: String): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  251. def setHuberAlpha(value: Double): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  252. def setIgnoreConstCols(value: Boolean): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  253. def setIgnoredCols(value: Array[String]): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    HasIgnoredCols

  254. def setKeepBinaryModels(value: Boolean): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  255. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  256. def setKeepCrossValidationModels(value: Boolean): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  257. def setKeepCrossValidationPredictions(value: Boolean): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  258. def setLabelCol(value: String): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  259. def setLearnRate(value: Double): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  260. def setLearnRateAnnealing(value: Double): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  261. def setMaxAbsLeafnodePred(value: Double): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  262. def setMaxAfterBalanceSize(value: Float): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  263. def setMaxConfusionMatrixSize(value: Int): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  264. def setMaxDepth(value: Int): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  265. def setMaxRuntimeSecs(value: Double): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  266. def setMinRows(value: Double): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  267. def setMinSplitImprovement(value: Double): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  268. def setModelId(value: String): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  269. def setMonotoneConstraints(value: Map[String, Double]): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    HasMonotoneConstraints

  270. def setNamedMojoOutputColumns(value: Boolean): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  271. def setNbins(value: Int): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  272. def setNbinsCats(value: Int): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  273. def setNbinsTopLevel(value: Int): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  274. def setNfolds(value: Int): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  275. def setNtrees(value: Int): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  276. def setOffsetCol(value: String): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  277. def setPredNoiseBandwidth(value: Double): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  278. def setPredictionCol(columnName: String): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  279. def setQuantileAlpha(value: Double): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  280. def setSampleRate(value: Double): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  281. def setSampleRatePerClass(value: Array[Double]): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  282. def setScoreEachIteration(value: Boolean): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  283. def setScoreTreeInterval(value: Int): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  284. def setSeed(value: Long): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  285. def setSplitRatio(ratio: Double): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  286. def setStoppingMetric(value: String): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  287. def setStoppingRounds(value: Int): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  288. def setStoppingTolerance(value: Double): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  289. def setTweediePower(value: Double): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  290. def setValidationDataFrame(dataFrame: DataFrame): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  291. def setWeightCol(value: String): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OGBMParams

  292. def setWithContributions(enabled: Boolean): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  293. def setWithDetailedPredictionCol(enabled: Boolean): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  294. def setWithLeafNodeAssignments(enabled: Boolean): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  295. def setWithStageResults(enabled: Boolean): H2OGBMRegressor.this.type

    Permalink
    Definition Classes
    H2OAlgorithmCommonParams

  296. final val splitRatio: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  297. val stoppingMetric: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  298. val stoppingRounds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  299. val stoppingTolerance: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  302. def stringify(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  303. def stringifyArray(arr: Array[_]): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  304. def stringifyMap(map: Map[_, _]): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  305. def stringifyPair(pair: Tuple2[_, _]): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  306. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  307. def stringifyPrimitiveParam(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    AnyRef

  309. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  310. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  311. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()

  312. def transformSchema(schema: StructType, logging: Boolean): StructType

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  313. val tweediePower: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  314. val uid: String

    Permalink
    Definition Classes
    H2OGBMRegressor → H2OGBM → Identifiable

  315. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  316. final val validationDataFrame: NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  317. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  320. val weightCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGBMParams

  321. final val withContributions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  322. final val withDetailedPredictionCol: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  323. final val withLeafNodeAssignments: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  324. final val withStageResults: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams

  325. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from DistributionForRegressionCheck

Inherited from H2ORegressor

Inherited from H2OGBM

Inherited from DistributionBasedH2OTrainFramePreparation

Inherited from H2OGBMParams

Inherited from HasIgnoredCols

Inherited from HasCalibrationDataFrame

Inherited from HasMonotoneConstraints

Inherited from H2OTreeBasedSupervisedAlgorithm[GBMParameters]

Inherited from H2OSupervisedAlgorithmWithFoldColumn[GBMParameters]

Inherited from H2OSupervisedAlgorithm[GBMParameters]

Inherited from H2OAlgorithm[GBMParameters]

Inherited from H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[GBMParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OCommonParams

Inherited from H2OBaseMOJOParams

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Estimator[H2OMOJOModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped