Class/Object

ai.h2o.sparkling.ml.algos.regression

H2OGAMRegressor

Related Docs: object H2OGAMRegressor | package regression

Permalink

class H2OGAMRegressor extends H2OGAM with H2ORegressor with FamilyForRegressionCheck

Linear Supertypes
FamilyForRegressionCheck, H2ORegressor, H2OGAM, FamilyBasedH2OTrainFramePreparation, H2OGAMParams, HasGamCols, HasBetaConstraints, HasIgnoredCols, H2OSupervisedAlgorithm[GAMParameters], H2OAlgorithm[GAMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OAlgoParamsBase, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGAMRegressor
  2. FamilyForRegressionCheck
  3. H2ORegressor
  4. H2OGAM
  5. FamilyBasedH2OTrainFramePreparation
  6. H2OGAMParams
  7. HasGamCols
  8. HasBetaConstraints
  9. HasIgnoredCols
  10. H2OSupervisedAlgorithm
  11. H2OAlgorithm
  12. DefaultParamsWritable
  13. MLWritable
  14. H2OTrainFramePreparation
  15. H2OAlgoCommonUtils
  16. EstimatorCommonUtils
  17. RestCommunication
  18. RestEncodingUtils
  19. H2OCommonParams
  20. H2OAlgoParamsBase
  21. ParameterConstructorMethods
  22. H2OBaseMOJOParams
  23. Logging
  24. Estimator
  25. PipelineStage
  26. Logging
  27. Params
  28. Serializable
  29. Serializable
  30. Identifiable
  31. AnyRef
  32. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGAMRegressor()

    Permalink

  2. new H2OGAMRegressor(uid: String)

    Permalink

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. val alphaValue: NullableDoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  6. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  7. val balanceClasses: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  8. val betaEpsilon: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  9. var binaryModel: Option[H2OBinaryModel]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  11. val bs: NullableIntArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    RestCommunication

  13. val classSamplingFactors: NullableFloatArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  14. final def clear(param: Param[_]): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    Params

  15. def clone(): AnyRef

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

  16. val coldStart: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  17. final val columnsToCategorical: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  18. val computePValues: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  20. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  21. final val convertInvalidNumbersToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  23. def convertModelIdToKey(key: String): String

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  24. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  26. def copy(extra: ParamMap): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  28. val customMetricFunc: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  31. 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

  32. final val detailedPredictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  37. val earlyStopping: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    AnyRef

  39. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  41. def explainParams(): String

    Permalink
    Definition Classes
    Params

  42. val exportCheckpointsDir: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  43. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  45. val family: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  46. final val featuresCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  47. def finalize(): Unit

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

  48. def fit(dataset: Dataset[_]): H2OGAMMOJOModel

    Permalink
    Definition Classes
    H2OGAM → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  53. val foldAssignment: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  54. val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  55. val gamCols: NullableStringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    HasGamCols

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

    Permalink
    Definition Classes
    Params

  57. def getAlphaValue(): Array[Double]

    Permalink
    Definition Classes
    H2OGAMParams

  58. def getBalanceClasses(): Boolean

    Permalink
    Definition Classes
    H2OGAMParams

  59. def getBetaConstraints(): DataFrame

    Permalink
    Definition Classes
    HasBetaConstraints

  60. def getBetaEpsilon(): Double

    Permalink
    Definition Classes
    H2OGAMParams

  61. def getBinaryModel(): H2OBinaryModel

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  62. def getBs(): Array[Int]

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    AnyRef → Any

  64. def getClassSamplingFactors(): Array[Float]

    Permalink
    Definition Classes
    H2OGAMParams

  65. def getColdStart(): Boolean

    Permalink
    Definition Classes
    H2OGAMParams

  66. def getColumnsToCategorical(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams

  67. def getComputePValues(): Boolean

    Permalink
    Definition Classes
    H2OGAMParams

  68. def getConvertInvalidNumbersToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  69. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  70. def getCustomMetricFunc(): String

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    Params

  72. def getDetailedPredictionCol(): String

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  73. def getEarlyStopping(): Boolean

    Permalink
    Definition Classes
    H2OGAMParams

  74. def getExportCheckpointsDir(): String

    Permalink
    Definition Classes
    H2OGAMParams

  75. def getFamily(): String

    Permalink
    Definition Classes
    H2OGAMParams

  76. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  77. def getFoldAssignment(): String

    Permalink
    Definition Classes
    H2OGAMParams

  78. def getFoldCol(): String

    Permalink
    Definition Classes
    H2OGAMParams

  79. def getGamCols(): Array[String]

    Permalink
    Definition Classes
    HasGamCols

  80. def getGradientEpsilon(): Double

    Permalink
    Definition Classes
    H2OGAMParams

  81. def getIgnoreConstCols(): Boolean

    Permalink
    Definition Classes
    H2OGAMParams

  82. def getIgnoredCols(): Array[String]

    Permalink
    Definition Classes
    HasIgnoredCols

  83. def getInteractions(): Array[String]

    Permalink
    Definition Classes
    H2OGAMParams

  84. def getIntercept(): Boolean

    Permalink
    Definition Classes
    H2OGAMParams

  85. def getKeepCrossValidationFoldAssignment(): Boolean

    Permalink
    Definition Classes
    H2OGAMParams

  86. def getKeepCrossValidationModels(): Boolean

    Permalink
    Definition Classes
    H2OGAMParams

  87. def getKeepCrossValidationPredictions(): Boolean

    Permalink
    Definition Classes
    H2OGAMParams

  88. def getKeepGamCols(): Boolean

    Permalink
    Definition Classes
    H2OGAMParams

  89. def getKnotIds(): Array[String]

    Permalink
    Definition Classes
    H2OGAMParams

  90. def getLabelCol(): String

    Permalink
    Definition Classes
    H2OGAMParams

  91. def getLambdaSearch(): Boolean

    Permalink
    Definition Classes
    H2OGAMParams

  92. def getLambdaValue(): Array[Double]

    Permalink
    Definition Classes
    H2OGAMParams

  93. def getLink(): String

    Permalink
    Definition Classes
    H2OGAMParams

  94. def getMaxActivePredictors(): Int

    Permalink
    Definition Classes
    H2OGAMParams

  95. def getMaxAfterBalanceSize(): Float

    Permalink
    Definition Classes
    H2OGAMParams

  96. def getMaxConfusionMatrixSize(): Int

    Permalink
    Definition Classes
    H2OGAMParams

  97. def getMaxIterations(): Int

    Permalink
    Definition Classes
    H2OGAMParams

  98. def getMaxRuntimeSecs(): Double

    Permalink
    Definition Classes
    H2OGAMParams

  99. def getMissingValuesHandling(): String

    Permalink
    Definition Classes
    H2OGAMParams

  100. def getModelId(): String

    Permalink
    Definition Classes
    H2OGAMParams

  101. def getNamedMojoOutputColumns(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  102. def getNfolds(): Int

    Permalink
    Definition Classes
    H2OGAMParams

  103. def getNlambdas(): Int

    Permalink
    Definition Classes
    H2OGAMParams

  104. def getNonNegative(): Boolean

    Permalink
    Definition Classes
    H2OGAMParams

  105. def getNumKnots(): Array[Int]

    Permalink
    Definition Classes
    H2OGAMParams

  106. def getObjReg(): Double

    Permalink
    Definition Classes
    H2OGAMParams

  107. def getObjectiveEpsilon(): Double

    Permalink
    Definition Classes
    H2OGAMParams

  108. def getOffsetCol(): String

    Permalink
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  111. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  112. def getPrior(): Double

    Permalink
    Definition Classes
    H2OGAMParams

  113. def getRemoveCollinearCols(): Boolean

    Permalink
    Definition Classes
    H2OGAMParams

  114. def getScale(): Array[Double]

    Permalink
    Definition Classes
    H2OGAMParams

  115. def getScoreEachIteration(): Boolean

    Permalink
    Definition Classes
    H2OGAMParams

  116. def getSeed(): Long

    Permalink
    Definition Classes
    H2OGAMParams

  117. def getSolver(): String

    Permalink
    Definition Classes
    H2OGAMParams

  118. def getSplitRatio(): Double

    Permalink
    Definition Classes
    H2OCommonParams

  119. def getStandardize(): Boolean

    Permalink
    Definition Classes
    H2OGAMParams

  120. def getStoppingMetric(): String

    Permalink
    Definition Classes
    H2OGAMParams

  121. def getStoppingRounds(): Int

    Permalink
    Definition Classes
    H2OGAMParams

  122. def getStoppingTolerance(): Double

    Permalink
    Definition Classes
    H2OGAMParams

  123. def getTheta(): Double

    Permalink
    Definition Classes
    H2OGAMParams

  124. def getTweedieLinkPower(): Double

    Permalink
    Definition Classes
    H2OGAMParams

  125. def getTweedieVariancePower(): Double

    Permalink
    Definition Classes
    H2OGAMParams

  126. def getValidationDataFrame(): DataFrame

    Permalink
    Definition Classes
    H2OCommonParams

  127. def getWeightCol(): String

    Permalink
    Definition Classes
    H2OGAMParams

  128. def getWithContributions(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  129. def getWithLeafNodeAssignments(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  130. def getWithStageResults(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  131. val gradientEpsilon: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    Params

  133. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  134. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  135. val ignoreConstCols: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  136. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Definition Classes
    RestCommunication

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  141. val interactions: NullableStringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  142. val intercept: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

    Permalink
    Definition Classes
    Params

  144. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  145. def isPrimitiveType(value: Any): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    Params

  147. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  148. val keepCrossValidationFoldAssignment: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  149. val keepCrossValidationModels: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  150. val keepCrossValidationPredictions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  151. val keepGamCols: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  152. val knotIds: NullableStringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  153. val labelCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  154. val lambdaSearch: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  155. val lambdaValue: NullableDoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  156. val link: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  157. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  164. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  170. val maxActivePredictors: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  171. val maxAfterBalanceSize: FloatParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  172. val maxConfusionMatrixSize: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  173. val maxIterations: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  174. val maxRuntimeSecs: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  175. val missingValuesHandling: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  176. val modelId: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  177. final val namedMojoOutputColumns: Param[Boolean]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Definition Classes
    AnyRef

  179. val nfolds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  180. val nlambdas: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  181. val nonNegative: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  182. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  183. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  191. val numKnots: NullableIntArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  192. val objReg: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  193. val objectiveEpsilon: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  194. val offsetCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  196. def paramTag: ClassTag[GAMParameters]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  197. var parameters: GAMParameters

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithm

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

    Permalink
    Definition Classes
    Params

  199. final val predictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  200. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  201. val prior: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  202. 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

  203. 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

  204. val removeCollinearCols: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  205. 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

  206. def sanitize(colName: String): String

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  207. def save(path: String): Unit

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

  208. val scale: NullableDoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  209. val scoreEachIteration: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  210. val seed: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  211. final def set(paramPair: ParamPair[_]): H2OGAMRegressor.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  212. final def set(param: String, value: Any): H2OGAMRegressor.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  213. final def set[T](param: Param[T], value: T): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    Params

  214. def setAlphaValue(value: Array[Double]): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  215. def setBalanceClasses(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  216. def setBetaConstraints(value: DataFrame): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    HasBetaConstraints

  217. def setBetaEpsilon(value: Double): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  218. def setBs(value: Array[Int]): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  219. def setClassSamplingFactors(value: Array[Float]): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  220. def setColdStart(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  221. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  222. def setColumnsToCategorical(columns: Array[String]): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  223. def setColumnsToCategorical(first: String, others: String*): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  224. def setComputePValues(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  225. def setConvertInvalidNumbersToNa(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  226. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  227. def setCustomMetricFunc(value: String): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  228. final def setDefault(paramPairs: ParamPair[_]*): H2OGAMRegressor.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  229. final def setDefault[T](param: Param[T], value: T): H2OGAMRegressor.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  230. def setDetailedPredictionCol(columnName: String): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  231. def setEarlyStopping(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  232. def setExportCheckpointsDir(value: String): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  233. def setFamily(value: String): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  234. def setFeaturesCol(first: String): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  235. def setFeaturesCols(columnNames: ArrayList[String]): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  236. def setFeaturesCols(columnNames: Array[String]): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  237. def setFeaturesCols(first: String, others: String*): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  238. def setFoldAssignment(value: String): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  239. def setFoldCol(value: String): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  240. def setGamCols(value: Array[String]): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    HasGamCols

  241. def setGradientEpsilon(value: Double): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  242. def setIgnoreConstCols(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  243. def setIgnoredCols(value: Array[String]): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    HasIgnoredCols

  244. def setInteractions(value: Array[String]): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  245. def setIntercept(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  246. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  247. def setKeepCrossValidationModels(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  248. def setKeepCrossValidationPredictions(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  249. def setKeepGamCols(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  250. def setKnotIds(value: Array[String]): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  251. def setLabelCol(value: String): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  252. def setLambdaSearch(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  253. def setLambdaValue(value: Array[Double]): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  254. def setLink(value: String): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  255. def setMaxActivePredictors(value: Int): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  256. def setMaxAfterBalanceSize(value: Float): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  257. def setMaxConfusionMatrixSize(value: Int): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  258. def setMaxIterations(value: Int): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  259. def setMaxRuntimeSecs(value: Double): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  260. def setMissingValuesHandling(value: String): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  261. def setModelId(value: String): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  262. def setNamedMojoOutputColumns(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  263. def setNfolds(value: Int): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  264. def setNlambdas(value: Int): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  265. def setNonNegative(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  266. def setNumKnots(value: Array[Int]): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  267. def setObjReg(value: Double): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  268. def setObjectiveEpsilon(value: Double): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  269. def setOffsetCol(value: String): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  270. def setPredictionCol(columnName: String): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  271. def setPrior(value: Double): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  272. def setRemoveCollinearCols(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  273. def setScale(value: Array[Double]): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  274. def setScoreEachIteration(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  275. def setSeed(value: Long): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  276. def setSolver(value: String): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  277. def setSplitRatio(ratio: Double): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  278. def setStandardize(value: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  279. def setStoppingMetric(value: String): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  280. def setStoppingRounds(value: Int): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  281. def setStoppingTolerance(value: Double): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  282. def setTheta(value: Double): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  283. def setTweedieLinkPower(value: Double): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  284. def setTweedieVariancePower(value: Double): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  285. def setValidationDataFrame(dataFrame: DataFrame): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  286. def setWeightCol(value: String): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OGAMParams

  287. def setWithContributions(enabled: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  288. def setWithDetailedPredictionCol(enabled: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  289. def setWithLeafNodeAssignments(enabled: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  290. def setWithStageResults(enabled: Boolean): H2OGAMRegressor.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  291. val solver: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  292. final val splitRatio: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  293. val standardize: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  294. val stoppingMetric: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  295. val stoppingRounds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  296. val stoppingTolerance: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  299. def stringify(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  304. def stringifyPrimitiveParam(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    AnyRef

  306. val theta: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  307. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  309. def transformSchema(schema: StructType): StructType

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  311. val tweedieLinkPower: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  312. val tweedieVariancePower: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  313. val uid: String

    Permalink
    Definition Classes
    H2OGAMRegressor → H2OGAM → Identifiable

  314. 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

  315. final val validationDataFrame: NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  316. final def wait(): Unit

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

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

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

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

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

  319. val weightCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGAMParams

  320. final val withContributions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  321. final val withDetailedPredictionCol: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  322. final val withLeafNodeAssignments: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  323. final val withStageResults: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  324. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from FamilyForRegressionCheck

Inherited from H2ORegressor

Inherited from H2OGAM

Inherited from FamilyBasedH2OTrainFramePreparation

Inherited from H2OGAMParams

Inherited from HasGamCols

Inherited from HasBetaConstraints

Inherited from HasIgnoredCols

Inherited from H2OSupervisedAlgorithm[GAMParameters]

Inherited from H2OAlgorithm[GAMParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from ParameterConstructorMethods

Inherited from H2OBaseMOJOParams

Inherited from Logging

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