class H2OGLM extends H2OSupervisedAlgorithmWithFoldColumn[GLMParameters] with H2OGLMParams with FamilyBasedH2OTrainFramePreparation

Linear Supertypes
FamilyBasedH2OTrainFramePreparation, H2OGLMParams, HasInteractionPairs, HasBetaConstraints, HasPlugValues, HasIgnoredCols, HasRandomCols, H2OSupervisedAlgorithmWithFoldColumn[GLMParameters], H2OSupervisedAlgorithm[GLMParameters], H2OAlgorithm[GLMParameters], H2OAlgorithmCommonParams, H2OAlgorithmMOJOParams, H2OEstimator[GLMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, H2OCommonParams, H2OBaseMOJOParams, HasDataFrameSerializer, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGLMClassifier, H2OGLMRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGLM
  2. FamilyBasedH2OTrainFramePreparation
  3. H2OGLMParams
  4. HasInteractionPairs
  5. HasBetaConstraints
  6. HasPlugValues
  7. HasIgnoredCols
  8. HasRandomCols
  9. H2OSupervisedAlgorithmWithFoldColumn
  10. H2OSupervisedAlgorithm
  11. H2OAlgorithm
  12. H2OAlgorithmCommonParams
  13. H2OAlgorithmMOJOParams
  14. H2OEstimator
  15. DefaultParamsWritable
  16. MLWritable
  17. H2OTrainFramePreparation
  18. H2OAlgoCommonUtils
  19. EstimatorCommonUtils
  20. RestCommunication
  21. RestEncodingUtils
  22. Logging
  23. H2OCommonParams
  24. H2OBaseMOJOParams
  25. HasDataFrameSerializer
  26. H2OAlgoParamsBase
  27. H2OFrameLifecycle
  28. ParameterConstructorMethods
  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 H2OGLM()
  2. new H2OGLM(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[_]): H2OGLM.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): H2OGLM.this.type
    Definition Classes
    H2OEstimator → Estimator → PipelineStage → Params
  30. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  31. def createMOJOSettings(): H2OMOJOSettings
    Attributes
    protected
    Definition Classes
    H2OAlgorithm → H2OEstimator
  32. def createMOJOUID(): String
    Attributes
    protected
    Definition Classes
    H2OEstimator
  33. val customMetricFunc: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  34. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  35. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  36. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    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
    Definition Classes
    RestCommunication
  38. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  39. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  40. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  41. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  42. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  43. val earlyStopping: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  44. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  45. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  46. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  47. def explainParams(): String
    Definition Classes
    Params
  48. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  49. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  50. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  51. val family: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  52. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  53. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  54. def fit(dataset: Dataset[_]): H2OGLMMOJOModel
    Definition Classes
    H2OGLM → H2OSupervisedAlgorithm → H2OAlgorithm → H2OEstimator → Estimator
  55. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  56. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  57. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  58. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  59. val foldAssignment: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  60. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  61. val generateScoringHistory: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  62. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  63. def getAlphaValue(): Array[Double]
    Definition Classes
    H2OGLMParams
  64. def getAucType(): String
    Definition Classes
    H2OGLMParams
  65. def getBalanceClasses(): Boolean
    Definition Classes
    H2OGLMParams
  66. def getBetaConstraints(): DataFrame
    Definition Classes
    HasBetaConstraints
  67. def getBetaEpsilon(): Double
    Definition Classes
    H2OGLMParams
  68. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  69. def getCalcLike(): Boolean
    Definition Classes
    H2OGLMParams
  70. def getCheckpoint(): String
    Definition Classes
    H2OGLMParams
  71. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  72. def getClassSamplingFactors(): Array[Float]
    Definition Classes
    H2OGLMParams
  73. def getColdStart(): Boolean
    Definition Classes
    H2OGLMParams
  74. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  75. def getComputePValues(): Boolean
    Definition Classes
    H2OGLMParams
  76. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  77. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  78. def getCustomMetricFunc(): String
    Definition Classes
    H2OGLMParams
  79. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  80. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  81. def getDetailedPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  82. def getEarlyStopping(): Boolean
    Definition Classes
    H2OGLMParams
  83. def getExportCheckpointsDir(): String
    Definition Classes
    H2OGLMParams
  84. def getFamily(): String
    Definition Classes
    H2OGLMParams
  85. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OAlgorithmCommonParams → H2OAlgorithmMOJOParams
  86. def getFoldAssignment(): String
    Definition Classes
    H2OGLMParams
  87. def getFoldCol(): String
    Definition Classes
    H2OGLMParams
  88. def getGenerateScoringHistory(): Boolean
    Definition Classes
    H2OGLMParams
  89. def getGradientEpsilon(): Double
    Definition Classes
    H2OGLMParams
  90. def getHGLM(): Boolean
    Definition Classes
    H2OGLMParams
  91. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2OGLMParams
  92. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  93. def getInteractionPairs(): Array[(String, String)]
    Definition Classes
    HasInteractionPairs
  94. def getInteractions(): Array[String]
    Definition Classes
    H2OGLMParams
  95. def getIntercept(): Boolean
    Definition Classes
    H2OGLMParams
  96. def getKeepBinaryModels(): Boolean
    Definition Classes
    H2OCommonParams
  97. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OGLMParams
  98. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2OGLMParams
  99. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OGLMParams
  100. def getLabelCol(): String
    Definition Classes
    H2OGLMParams
  101. def getLambdaMinRatio(): Double
    Definition Classes
    H2OGLMParams
  102. def getLambdaSearch(): Boolean
    Definition Classes
    H2OGLMParams
  103. def getLambdaValue(): Array[Double]
    Definition Classes
    H2OGLMParams
  104. def getLink(): String
    Definition Classes
    H2OGLMParams
  105. def getMaxActivePredictors(): Int
    Definition Classes
    H2OGLMParams
  106. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2OGLMParams
  107. def getMaxConfusionMatrixSize(): Int
    Definition Classes
    H2OGLMParams
  108. def getMaxIterations(): Int
    Definition Classes
    H2OGLMParams
  109. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OGLMParams
  110. def getMissingValuesHandling(): String
    Definition Classes
    H2OGLMParams
  111. def getModelId(): String
    Definition Classes
    H2OGLMParams
  112. def getNfolds(): Int
    Definition Classes
    H2OGLMParams
  113. def getNlambdas(): Int
    Definition Classes
    H2OGLMParams
  114. def getNonNegative(): Boolean
    Definition Classes
    H2OGLMParams
  115. def getObjReg(): Double
    Definition Classes
    H2OGLMParams
  116. def getObjectiveEpsilon(): Double
    Definition Classes
    H2OGLMParams
  117. def getOffsetCol(): String
    Definition Classes
    H2OGLMParams
  118. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  119. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  120. def getPlugValues(): Map[String, Any]
    Definition Classes
    HasPlugValues
  121. def getPredictionCol(): String
    Definition Classes
    H2OAlgorithmMOJOParams
  122. def getPrior(): Double
    Definition Classes
    H2OGLMParams
  123. def getRandomCols(): Array[String]
    Definition Classes
    HasRandomCols
  124. def getRandomFamily(): Array[String]
    Definition Classes
    H2OGLMParams
  125. def getRandomLink(): Array[String]
    Definition Classes
    H2OGLMParams
  126. def getRemoveCollinearCols(): Boolean
    Definition Classes
    H2OGLMParams
  127. def getScoreEachIteration(): Boolean
    Definition Classes
    H2OGLMParams
  128. def getScoreIterationInterval(): Int
    Definition Classes
    H2OGLMParams
  129. def getSeed(): Long
    Definition Classes
    H2OGLMParams
  130. def getSolver(): String
    Definition Classes
    H2OGLMParams
  131. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  132. def getStandardize(): Boolean
    Definition Classes
    H2OGLMParams
  133. def getStartval(): Array[Double]
    Definition Classes
    H2OGLMParams
  134. def getStoppingMetric(): String
    Definition Classes
    H2OGLMParams
  135. def getStoppingRounds(): Int
    Definition Classes
    H2OGLMParams
  136. def getStoppingTolerance(): Double
    Definition Classes
    H2OGLMParams
  137. def getTheta(): Double
    Definition Classes
    H2OGLMParams
  138. def getTweedieLinkPower(): Double
    Definition Classes
    H2OGLMParams
  139. def getTweedieVariancePower(): Double
    Definition Classes
    H2OGLMParams
  140. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  141. def getWeightCol(): String
    Definition Classes
    H2OGLMParams
  142. def getWithContributions(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  143. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  144. def getWithStageResults(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
  145. val gradientEpsilon: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  146. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  147. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  148. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  149. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  150. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  151. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  152. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  153. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  154. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  155. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  156. val interactions: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  157. val intercept: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  158. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  159. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  160. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  161. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  162. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  163. final val keepBinaryModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  164. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  165. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  166. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  167. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  168. val lambdaMinRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  169. val lambdaSearch: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  170. val lambdaValue: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  171. val link: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  172. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  173. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  174. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  175. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  176. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  177. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  178. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  179. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  180. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  181. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  182. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  183. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  184. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  185. val maxActivePredictors: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  186. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  187. val maxConfusionMatrixSize: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  188. val maxIterations: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  189. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  190. val missingValuesHandling: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  191. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  192. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  193. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  194. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  195. val nlambdas: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  196. val nonNegative: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  197. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  198. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  199. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  200. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  201. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  202. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  203. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  204. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  205. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  206. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  207. val objReg: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  208. val objectiveEpsilon: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  209. val offsetCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  210. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  211. def paramTag: ClassTag[GLMParameters]
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  212. var parameters: GLMParameters
    Attributes
    protected
    Definition Classes
    H2OEstimator
  213. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  214. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  215. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation
  216. val prior: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  217. 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
  218. val randomFamily: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  219. val randomLink: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  220. 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
  221. val removeCollinearCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  222. 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
  223. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  224. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  225. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  226. val scoreIterationInterval: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  227. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  228. final def set(paramPair: ParamPair[_]): H2OGLM.this.type
    Attributes
    protected
    Definition Classes
    Params
  229. final def set(param: String, value: Any): H2OGLM.this.type
    Attributes
    protected
    Definition Classes
    Params
  230. final def set[T](param: Param[T], value: T): H2OGLM.this.type
    Definition Classes
    Params
  231. def setAlphaValue(value: Array[Double]): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  232. def setAucType(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  233. def setBalanceClasses(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  234. def setBetaConstraints(value: DataFrame): H2OGLM.this.type
    Definition Classes
    HasBetaConstraints
  235. def setBetaEpsilon(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  236. def setCalcLike(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  237. def setCheckpoint(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  238. def setClassSamplingFactors(value: Array[Float]): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  239. def setColdStart(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  240. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  241. def setColumnsToCategorical(columns: Array[String]): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  242. def setColumnsToCategorical(first: String, others: String*): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  243. def setComputePValues(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  244. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  245. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  246. def setCustomMetricFunc(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  247. def setDataFrameSerializer(fullClassName: String): H2OGLM.this.type
    Definition Classes
    H2OBaseMOJOParams
  248. final def setDefault(paramPairs: ParamPair[_]*): H2OGLM.this.type
    Attributes
    protected
    Definition Classes
    Params
  249. final def setDefault[T](param: Param[T], value: T): H2OGLM.this.type
    Attributes
    protected
    Definition Classes
    Params
  250. def setDetailedPredictionCol(columnName: String): H2OGLM.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  251. def setEarlyStopping(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  252. def setExportCheckpointsDir(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  253. def setFamily(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  254. def setFeaturesCol(first: String): H2OGLM.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  255. def setFeaturesCols(columnNames: ArrayList[String]): H2OGLM.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  256. def setFeaturesCols(columnNames: Array[String]): H2OGLM.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  257. def setFeaturesCols(first: String, others: String*): H2OGLM.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  258. def setFoldAssignment(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  259. def setFoldCol(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  260. def setGenerateScoringHistory(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  261. def setGradientEpsilon(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  262. def setHGLM(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  263. def setIgnoreConstCols(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  264. def setIgnoredCols(value: Array[String]): H2OGLM.this.type
    Definition Classes
    HasIgnoredCols
  265. def setInteractionPairs(value: Array[(String, String)]): H2OGLM.this.type
    Definition Classes
    HasInteractionPairs
  266. def setInteractions(value: Array[String]): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  267. def setIntercept(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  268. def setKeepBinaryModels(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  269. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  270. def setKeepCrossValidationModels(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  271. def setKeepCrossValidationPredictions(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  272. def setLabelCol(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  273. def setLambdaMinRatio(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  274. def setLambdaSearch(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  275. def setLambdaValue(value: Array[Double]): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  276. def setLink(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  277. def setMaxActivePredictors(value: Int): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  278. def setMaxAfterBalanceSize(value: Float): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  279. def setMaxConfusionMatrixSize(value: Int): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  280. def setMaxIterations(value: Int): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  281. def setMaxRuntimeSecs(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  282. def setMissingValuesHandling(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  283. def setModelId(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  284. def setNamedMojoOutputColumns(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OAlgorithmCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  285. def setNfolds(value: Int): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  286. def setNlambdas(value: Int): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  287. def setNonNegative(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  288. def setObjReg(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  289. def setObjectiveEpsilon(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  290. def setOffsetCol(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  291. def setPlugValues(value: Map[String, Any]): H2OGLM.this.type
    Definition Classes
    HasPlugValues
  292. def setPredictionCol(columnName: String): H2OGLM.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  293. def setPrior(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  294. def setRandomCols(value: Array[String]): H2OGLM.this.type
    Definition Classes
    HasRandomCols
  295. def setRandomFamily(value: Array[String]): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  296. def setRandomLink(value: Array[String]): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  297. def setRemoveCollinearCols(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  298. def setScoreEachIteration(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  299. def setScoreIterationInterval(value: Int): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  300. def setSeed(value: Long): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  301. def setSolver(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  302. def setSplitRatio(ratio: Double): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  303. def setStandardize(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  304. def setStartval(value: Array[Double]): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  305. def setStoppingMetric(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  306. def setStoppingRounds(value: Int): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  307. def setStoppingTolerance(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  308. def setTheta(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  309. def setTweedieLinkPower(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  310. def setTweedieVariancePower(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  311. def setValidationDataFrame(dataFrame: DataFrame): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  312. def setWeightCol(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  313. def setWithContributions(enabled: Boolean): H2OGLM.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  314. def setWithLeafNodeAssignments(enabled: Boolean): H2OGLM.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  315. def setWithStageResults(enabled: Boolean): H2OGLM.this.type
    Definition Classes
    H2OAlgorithmCommonParams
  316. val solver: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  317. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  318. val standardize: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  319. val startval: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  320. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  321. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  322. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  323. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  324. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  325. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  326. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  327. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  328. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  329. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  330. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  331. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  332. val theta: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  333. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  334. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  335. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  336. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  337. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  338. val tweedieLinkPower: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  339. val tweedieVariancePower: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  340. val uid: String
    Definition Classes
    H2OGLM → Identifiable
  341. 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
  342. final val validationDataFrame: NonSerializableNullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  343. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  344. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  345. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  346. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGLMParams
  347. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  348. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  349. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgorithmMOJOParams
  350. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  351. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Deprecated Value Members

  1. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OAlgorithmMOJOParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from FamilyBasedH2OTrainFramePreparation

Inherited from H2OGLMParams

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 H2OAlgorithmCommonParams

Inherited from H2OAlgorithmMOJOParams

Inherited from H2OEstimator[GLMParameters]

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 HasDataFrameSerializer

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