Packages

class H2OGLMRegressor extends H2OGLM with H2ORegressor with FamilyForRegressionCheck

Linear Supertypes
FamilyForRegressionCheck, H2ORegressor, H2OGLM, FamilyBasedH2OTrainFramePreparation, H2OGLMParams, DeprecatedDistribution, HasInteractionPairs, HasBetaConstraints, HasPlugValues, HasIgnoredCols, HasRandomCols, H2OSupervisedAlgorithmWithFoldColumn[GLMParameters], H2OSupervisedAlgorithm[GLMParameters], H2OAlgorithm[GLMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. H2OGLMRegressor
  2. FamilyForRegressionCheck
  3. H2ORegressor
  4. H2OGLM
  5. FamilyBasedH2OTrainFramePreparation
  6. H2OGLMParams
  7. DeprecatedDistribution
  8. HasInteractionPairs
  9. HasBetaConstraints
  10. HasPlugValues
  11. HasIgnoredCols
  12. HasRandomCols
  13. H2OSupervisedAlgorithmWithFoldColumn
  14. H2OSupervisedAlgorithm
  15. H2OAlgorithm
  16. DefaultParamsWritable
  17. MLWritable
  18. H2OTrainFramePreparation
  19. H2OAlgoCommonUtils
  20. EstimatorCommonUtils
  21. RestCommunication
  22. RestEncodingUtils
  23. H2OCommonParams
  24. H2OAlgoParamsBase
  25. H2OFrameLifecycle
  26. ParameterConstructorMethods
  27. H2OBaseMOJOParams
  28. Logging
  29. Estimator
  30. PipelineStage
  31. Logging
  32. Params
  33. Serializable
  34. Serializable
  35. Identifiable
  36. AnyRef
  37. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGLMRegressor()
  2. new H2OGLMRegressor(uid: String)

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

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. val HGLM: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  6. val alphaValue: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  7. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  8. val aucType: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  9. val balanceClasses: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  10. val betaEpsilon: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  11. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  12. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  13. val calcLike: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  14. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  15. val checkpoint: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  16. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  17. final def clear(param: Param[_]): H2OGLMRegressor.this.type
    Definition Classes
    Params
  18. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  19. val coldStart: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  20. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  21. val computePValues: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  22. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  23. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  24. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  25. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  26. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  27. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  28. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  29. def copy(extra: ParamMap): H2OGLMRegressor.this.type
    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params
  30. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  31. val customMetricFunc: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  32. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  33. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  34. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  35. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  36. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  37. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  38. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  39. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  40. val earlyStopping: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  41. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  42. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  43. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  44. def explainParams(): String
    Definition Classes
    Params
  45. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  46. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  47. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  48. val family: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  49. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  50. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  51. def fit(dataset: Dataset[_]): H2OGLMMOJOModel
    Definition Classes
    H2OGLM → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator
  52. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  53. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  54. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  55. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  56. val foldAssignment: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  57. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  58. val generateScoringHistory: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  59. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  60. def getAlphaValue(): Array[Double]
    Definition Classes
    H2OGLMParams
  61. def getAucType(): String
    Definition Classes
    H2OGLMParams
  62. def getBalanceClasses(): Boolean
    Definition Classes
    H2OGLMParams
  63. def getBetaConstraints(): DataFrame
    Definition Classes
    HasBetaConstraints
  64. def getBetaEpsilon(): Double
    Definition Classes
    H2OGLMParams
  65. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  66. def getCalcLike(): Boolean
    Definition Classes
    H2OGLMParams
  67. def getCheckpoint(): String
    Definition Classes
    H2OGLMParams
  68. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  69. def getClassSamplingFactors(): Array[Float]
    Definition Classes
    H2OGLMParams
  70. def getColdStart(): Boolean
    Definition Classes
    H2OGLMParams
  71. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  72. def getComputePValues(): Boolean
    Definition Classes
    H2OGLMParams
  73. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  74. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  75. def getCustomMetricFunc(): String
    Definition Classes
    H2OGLMParams
  76. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  77. def getDetailedPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  78. def getDistribution(): String
    Definition Classes
    DeprecatedDistribution
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  79. def getEarlyStopping(): Boolean
    Definition Classes
    H2OGLMParams
  80. def getExportCheckpointsDir(): String
    Definition Classes
    H2OGLMParams
  81. def getFamily(): String
    Definition Classes
    H2OGLMParams
  82. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams
  83. def getFoldAssignment(): String
    Definition Classes
    H2OGLMParams
  84. def getFoldCol(): String
    Definition Classes
    H2OGLMParams
  85. def getGenerateScoringHistory(): Boolean
    Definition Classes
    H2OGLMParams
  86. def getGradientEpsilon(): Double
    Definition Classes
    H2OGLMParams
  87. def getHGLM(): Boolean
    Definition Classes
    H2OGLMParams
  88. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2OGLMParams
  89. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  90. def getInteractionPairs(): Array[(String, String)]
    Definition Classes
    HasInteractionPairs
  91. def getInteractions(): Array[String]
    Definition Classes
    H2OGLMParams
  92. def getIntercept(): Boolean
    Definition Classes
    H2OGLMParams
  93. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OGLMParams
  94. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2OGLMParams
  95. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OGLMParams
  96. def getLabelCol(): String
    Definition Classes
    H2OGLMParams
  97. def getLambdaMinRatio(): Double
    Definition Classes
    H2OGLMParams
  98. def getLambdaSearch(): Boolean
    Definition Classes
    H2OGLMParams
  99. def getLambdaValue(): Array[Double]
    Definition Classes
    H2OGLMParams
  100. def getLink(): String
    Definition Classes
    H2OGLMParams
  101. def getMaxActivePredictors(): Int
    Definition Classes
    H2OGLMParams
  102. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2OGLMParams
  103. def getMaxConfusionMatrixSize(): Int
    Definition Classes
    H2OGLMParams
  104. def getMaxIterations(): Int
    Definition Classes
    H2OGLMParams
  105. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OGLMParams
  106. def getMissingValuesHandling(): String
    Definition Classes
    H2OGLMParams
  107. def getModelId(): String
    Definition Classes
    H2OGLMParams
  108. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  109. def getNfolds(): Int
    Definition Classes
    H2OGLMParams
  110. def getNlambdas(): Int
    Definition Classes
    H2OGLMParams
  111. def getNonNegative(): Boolean
    Definition Classes
    H2OGLMParams
  112. def getObjReg(): Double
    Definition Classes
    H2OGLMParams
  113. def getObjectiveEpsilon(): Double
    Definition Classes
    H2OGLMParams
  114. def getOffsetCol(): String
    Definition Classes
    H2OGLMParams
  115. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  116. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  117. def getPlugValues(): Map[String, Any]
    Definition Classes
    HasPlugValues
  118. def getPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  119. def getPrior(): Double
    Definition Classes
    H2OGLMParams
  120. def getRandomCols(): Array[String]
    Definition Classes
    HasRandomCols
  121. def getRandomFamily(): Array[String]
    Definition Classes
    H2OGLMParams
  122. def getRandomLink(): Array[String]
    Definition Classes
    H2OGLMParams
  123. def getRemoveCollinearCols(): Boolean
    Definition Classes
    H2OGLMParams
  124. def getScoreEachIteration(): Boolean
    Definition Classes
    H2OGLMParams
  125. def getScoreIterationInterval(): Int
    Definition Classes
    H2OGLMParams
  126. def getSeed(): Long
    Definition Classes
    H2OGLMParams
  127. def getSolver(): String
    Definition Classes
    H2OGLMParams
  128. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  129. def getStandardize(): Boolean
    Definition Classes
    H2OGLMParams
  130. def getStartval(): Array[Double]
    Definition Classes
    H2OGLMParams
  131. def getStoppingMetric(): String
    Definition Classes
    H2OGLMParams
  132. def getStoppingRounds(): Int
    Definition Classes
    H2OGLMParams
  133. def getStoppingTolerance(): Double
    Definition Classes
    H2OGLMParams
  134. def getTheta(): Double
    Definition Classes
    H2OGLMParams
  135. def getTweedieLinkPower(): Double
    Definition Classes
    H2OGLMParams
  136. def getTweedieVariancePower(): Double
    Definition Classes
    H2OGLMParams
  137. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  138. def getWeightCol(): String
    Definition Classes
    H2OGLMParams
  139. def getWithContributions(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  140. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  141. def getWithStageResults(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  142. val gradientEpsilon: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  143. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  144. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  145. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  146. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  147. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  148. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  149. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  150. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  151. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  152. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  153. val interactions: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  154. val intercept: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  155. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  156. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  157. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  158. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  159. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  160. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  161. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  162. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  163. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  164. val lambdaMinRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  165. val lambdaSearch: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  166. val lambdaValue: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  167. val link: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  168. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  169. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  170. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  171. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  172. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  173. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  174. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  175. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  176. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  177. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  178. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  179. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  180. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  181. val maxActivePredictors: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  182. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  183. val maxConfusionMatrixSize: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  184. val maxIterations: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  185. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  186. val missingValuesHandling: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  187. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  188. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  189. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  190. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  191. val nlambdas: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  192. val nonNegative: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  193. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  194. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  195. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  196. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  197. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  198. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  199. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  200. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  201. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  202. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  203. val objReg: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  204. val objectiveEpsilon: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  205. val offsetCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  206. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  207. def paramTag: ClassTag[GLMParameters]
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  208. var parameters: GLMParameters
    Attributes
    protected
    Definition Classes
    H2OAlgorithm
  209. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  210. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  211. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation
  212. val prior: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  213. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  214. val randomFamily: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  215. val randomLink: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  216. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  217. val removeCollinearCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  218. 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
    Definition Classes
    RestCommunication
  219. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  220. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  221. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  222. val scoreIterationInterval: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  223. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  224. final def set(paramPair: ParamPair[_]): H2OGLMRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  225. final def set(param: String, value: Any): H2OGLMRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  226. final def set[T](param: Param[T], value: T): H2OGLMRegressor.this.type
    Definition Classes
    Params
  227. def setAlphaValue(value: Array[Double]): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  228. def setAucType(value: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  229. def setBalanceClasses(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  230. def setBetaConstraints(value: DataFrame): H2OGLMRegressor.this.type
    Definition Classes
    HasBetaConstraints
  231. def setBetaEpsilon(value: Double): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  232. def setCalcLike(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  233. def setCheckpoint(value: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  234. def setClassSamplingFactors(value: Array[Float]): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  235. def setColdStart(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  236. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
  237. def setColumnsToCategorical(columns: Array[String]): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
  238. def setColumnsToCategorical(first: String, others: String*): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
  239. def setComputePValues(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  240. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
  241. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
  242. def setCustomMetricFunc(value: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  243. final def setDefault(paramPairs: ParamPair[_]*): H2OGLMRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  244. final def setDefault[T](param: Param[T], value: T): H2OGLMRegressor.this.type
    Attributes
    protected
    Definition Classes
    Params
  245. def setDetailedPredictionCol(columnName: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
  246. def setDistribution(value: String): H2OGLMRegressor.this.type
    Definition Classes
    DeprecatedDistribution
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  247. def setEarlyStopping(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  248. def setExportCheckpointsDir(value: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  249. def setFamily(value: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  250. def setFeaturesCol(first: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
  251. def setFeaturesCols(columnNames: ArrayList[String]): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
  252. def setFeaturesCols(columnNames: Array[String]): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
  253. def setFeaturesCols(first: String, others: String*): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
  254. def setFoldAssignment(value: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  255. def setFoldCol(value: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  256. def setGenerateScoringHistory(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  257. def setGradientEpsilon(value: Double): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  258. def setHGLM(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  259. def setIgnoreConstCols(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  260. def setIgnoredCols(value: Array[String]): H2OGLMRegressor.this.type
    Definition Classes
    HasIgnoredCols
  261. def setInteractionPairs(value: Array[(String, String)]): H2OGLMRegressor.this.type
    Definition Classes
    HasInteractionPairs
  262. def setInteractions(value: Array[String]): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  263. def setIntercept(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  264. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  265. def setKeepCrossValidationModels(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  266. def setKeepCrossValidationPredictions(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  267. def setLabelCol(value: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  268. def setLambdaMinRatio(value: Double): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  269. def setLambdaSearch(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  270. def setLambdaValue(value: Array[Double]): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  271. def setLink(value: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  272. def setMaxActivePredictors(value: Int): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  273. def setMaxAfterBalanceSize(value: Float): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  274. def setMaxConfusionMatrixSize(value: Int): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  275. def setMaxIterations(value: Int): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  276. def setMaxRuntimeSecs(value: Double): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  277. def setMissingValuesHandling(value: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  278. def setModelId(value: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  279. def setNamedMojoOutputColumns(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
  280. def setNfolds(value: Int): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  281. def setNlambdas(value: Int): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  282. def setNonNegative(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  283. def setObjReg(value: Double): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  284. def setObjectiveEpsilon(value: Double): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  285. def setOffsetCol(value: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  286. def setPlugValues(value: Map[String, Any]): H2OGLMRegressor.this.type
    Definition Classes
    HasPlugValues
  287. def setPredictionCol(columnName: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
  288. def setPrior(value: Double): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  289. def setRandomCols(value: Array[String]): H2OGLMRegressor.this.type
    Definition Classes
    HasRandomCols
  290. def setRandomFamily(value: Array[String]): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  291. def setRandomLink(value: Array[String]): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  292. def setRemoveCollinearCols(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  293. def setScoreEachIteration(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  294. def setScoreIterationInterval(value: Int): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  295. def setSeed(value: Long): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  296. def setSolver(value: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  297. def setSplitRatio(ratio: Double): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
  298. def setStandardize(value: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  299. def setStartval(value: Array[Double]): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  300. def setStoppingMetric(value: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  301. def setStoppingRounds(value: Int): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  302. def setStoppingTolerance(value: Double): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  303. def setTheta(value: Double): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  304. def setTweedieLinkPower(value: Double): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  305. def setTweedieVariancePower(value: Double): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  306. def setValidationDataFrame(dataFrame: DataFrame): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
  307. def setWeightCol(value: String): H2OGLMRegressor.this.type
    Definition Classes
    H2OGLMParams
  308. def setWithContributions(enabled: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
  309. def setWithDetailedPredictionCol(enabled: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  310. def setWithLeafNodeAssignments(enabled: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
  311. def setWithStageResults(enabled: Boolean): H2OGLMRegressor.this.type
    Definition Classes
    H2OCommonParams
  312. val solver: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  313. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  314. val standardize: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  315. val startval: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  316. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  317. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  318. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  319. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  320. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  321. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  322. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  323. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  324. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  325. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  326. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  327. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  328. val theta: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  329. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  330. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  331. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  332. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  333. val tweedieLinkPower: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  334. val tweedieVariancePower: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  335. val uid: String
    Definition Classes
    H2OGLMRegressor → H2OGLM → Identifiable
  336. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  337. final val validationDataFrame: NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  338. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  339. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  340. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  341. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  342. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  343. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  344. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  345. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  346. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  347. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OBaseMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from FamilyForRegressionCheck

Inherited from H2ORegressor

Inherited from H2OGLM

Inherited from FamilyBasedH2OTrainFramePreparation

Inherited from H2OGLMParams

Inherited from DeprecatedDistribution

Inherited from HasInteractionPairs

Inherited from HasBetaConstraints

Inherited from HasPlugValues

Inherited from HasIgnoredCols

Inherited from HasRandomCols

Inherited from H2OSupervisedAlgorithmWithFoldColumn[GLMParameters]

Inherited from H2OSupervisedAlgorithm[GLMParameters]

Inherited from H2OAlgorithm[GLMParameters]

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 H2OFrameLifecycle

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