Class/Object

ai.h2o.sparkling.ml.algos

H2OGLM

Related Docs: object H2OGLM | package algos

Permalink

class H2OGLM extends H2OSupervisedAlgorithm[GLMParameters] with H2OGLMParams with FamilyBasedH2OTrainFramePreparation

Linear Supertypes
FamilyBasedH2OTrainFramePreparation, H2OGLMParams, DeprecatedDistribution, HasInteractionPairs, HasBetaConstraints, HasPlugValues, HasIgnoredCols, HasRandomCols, 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
Known Subclasses
H2OGLMClassifier, H2OGLMRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGLM
  2. FamilyBasedH2OTrainFramePreparation
  3. H2OGLMParams
  4. DeprecatedDistribution
  5. HasInteractionPairs
  6. HasBetaConstraints
  7. HasPlugValues
  8. HasIgnoredCols
  9. HasRandomCols
  10. H2OSupervisedAlgorithm
  11. H2OAlgorithm
  12. DefaultParamsWritable
  13. MLWritable
  14. H2OTrainFramePreparation
  15. H2OAlgoCommonUtils
  16. EstimatorCommonUtils
  17. RestCommunication
  18. RestEncodingUtils
  19. H2OCommonParams
  20. H2OAlgoParamsBase
  21. H2OFrameLifecycle
  22. ParameterConstructorMethods
  23. H2OBaseMOJOParams
  24. Logging
  25. Estimator
  26. PipelineStage
  27. Logging
  28. Params
  29. Serializable
  30. Serializable
  31. Identifiable
  32. AnyRef
  33. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGLM()

    Permalink

  2. new H2OGLM(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 HGLM: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  6. val alphaValue: NullableDoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  7. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  8. val aucType: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  9. val balanceClasses: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  10. val betaEpsilon: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  11. var binaryModel: Option[H2OBinaryModel]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  13. val calcLike: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    RestCommunication

  15. val checkpoint: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  16. val classSamplingFactors: NullableFloatArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  17. final def clear(param: Param[_]): H2OGLM.this.type

    Permalink
    Definition Classes
    Params

  18. def clone(): AnyRef

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

  19. val coldStart: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  20. final val columnsToCategorical: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  21. val computePValues: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  23. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. final val convertInvalidNumbersToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  26. def convertModelIdToKey(key: String): String

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  27. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  29. def copy(extra: ParamMap): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  31. val customMetricFunc: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    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

    Permalink
    Definition Classes
    RestCommunication

  35. final val detailedPredictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  40. val earlyStopping: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    AnyRef

  42. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  44. def explainParams(): String

    Permalink
    Definition Classes
    Params

  45. val exportCheckpointsDir: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  46. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  48. val family: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  49. final val featuresCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  50. def finalize(): Unit

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

  51. def fit(dataset: Dataset[_]): H2OGLMMOJOModel

    Permalink
    Definition Classes
    H2OGLM → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  56. val foldAssignment: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  57. val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    Params

  59. def getAlphaValue(): Array[Double]

    Permalink
    Definition Classes
    H2OGLMParams

  60. def getAucType(): String

    Permalink
    Definition Classes
    H2OGLMParams

  61. def getBalanceClasses(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  62. def getBetaConstraints(): DataFrame

    Permalink
    Definition Classes
    HasBetaConstraints

  63. def getBetaEpsilon(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  64. def getBinaryModel(): H2OBinaryModel

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  65. def getCalcLike(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  66. def getCheckpoint(): String

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    AnyRef → Any

  68. def getClassSamplingFactors(): Array[Float]

    Permalink
    Definition Classes
    H2OGLMParams

  69. def getColdStart(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  70. def getColumnsToCategorical(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams

  71. def getComputePValues(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  72. def getConvertInvalidNumbersToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  73. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  74. def getCustomMetricFunc(): String

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    Params

  76. def getDetailedPredictionCol(): String

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  77. def getDistribution(): String

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

  78. def getEarlyStopping(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  79. def getExportCheckpointsDir(): String

    Permalink
    Definition Classes
    H2OGLMParams

  80. def getFamily(): String

    Permalink
    Definition Classes
    H2OGLMParams

  81. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  82. def getFoldAssignment(): String

    Permalink
    Definition Classes
    H2OGLMParams

  83. def getFoldCol(): String

    Permalink
    Definition Classes
    H2OGLMParams

  84. def getGradientEpsilon(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  85. def getHGLM(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  86. def getIgnoreConstCols(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  87. def getIgnoredCols(): Array[String]

    Permalink
    Definition Classes
    HasIgnoredCols

  88. def getInteractionPairs(): Array[(String, String)]

    Permalink
    Definition Classes
    HasInteractionPairs

  89. def getInteractions(): Array[String]

    Permalink
    Definition Classes
    H2OGLMParams

  90. def getIntercept(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  91. def getKeepCrossValidationFoldAssignment(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  92. def getKeepCrossValidationModels(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  93. def getKeepCrossValidationPredictions(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  94. def getLabelCol(): String

    Permalink
    Definition Classes
    H2OGLMParams

  95. def getLambdaMinRatio(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  96. def getLambdaSearch(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  97. def getLambdaValue(): Array[Double]

    Permalink
    Definition Classes
    H2OGLMParams

  98. def getLink(): String

    Permalink
    Definition Classes
    H2OGLMParams

  99. def getMaxActivePredictors(): Int

    Permalink
    Definition Classes
    H2OGLMParams

  100. def getMaxAfterBalanceSize(): Float

    Permalink
    Definition Classes
    H2OGLMParams

  101. def getMaxConfusionMatrixSize(): Int

    Permalink
    Definition Classes
    H2OGLMParams

  102. def getMaxIterations(): Int

    Permalink
    Definition Classes
    H2OGLMParams

  103. def getMaxRuntimeSecs(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  104. def getMissingValuesHandling(): String

    Permalink
    Definition Classes
    H2OGLMParams

  105. def getModelId(): String

    Permalink
    Definition Classes
    H2OGLMParams

  106. def getNamedMojoOutputColumns(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  107. def getNfolds(): Int

    Permalink
    Definition Classes
    H2OGLMParams

  108. def getNlambdas(): Int

    Permalink
    Definition Classes
    H2OGLMParams

  109. def getNonNegative(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  110. def getObjReg(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  111. def getObjectiveEpsilon(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  112. def getOffsetCol(): String

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  115. def getPlugValues(): Map[String, Any]

    Permalink
    Definition Classes
    HasPlugValues

  116. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  117. def getPrior(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  118. def getRandomCols(): Array[String]

    Permalink
    Definition Classes
    HasRandomCols

  119. def getRandomFamily(): Array[String]

    Permalink
    Definition Classes
    H2OGLMParams

  120. def getRandomLink(): Array[String]

    Permalink
    Definition Classes
    H2OGLMParams

  121. def getRemoveCollinearCols(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  122. def getScoreEachIteration(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  123. def getScoreIterationInterval(): Int

    Permalink
    Definition Classes
    H2OGLMParams

  124. def getSeed(): Long

    Permalink
    Definition Classes
    H2OGLMParams

  125. def getSolver(): String

    Permalink
    Definition Classes
    H2OGLMParams

  126. def getSplitRatio(): Double

    Permalink
    Definition Classes
    H2OCommonParams

  127. def getStandardize(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  128. def getStartval(): Array[Double]

    Permalink
    Definition Classes
    H2OGLMParams

  129. def getStoppingMetric(): String

    Permalink
    Definition Classes
    H2OGLMParams

  130. def getStoppingRounds(): Int

    Permalink
    Definition Classes
    H2OGLMParams

  131. def getStoppingTolerance(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  132. def getTheta(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  133. def getTweedieLinkPower(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  134. def getTweedieVariancePower(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  135. def getValidationDataFrame(): DataFrame

    Permalink
    Definition Classes
    H2OCommonParams

  136. def getWeightCol(): String

    Permalink
    Definition Classes
    H2OGLMParams

  137. def getWithContributions(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  138. def getWithLeafNodeAssignments(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  139. def getWithStageResults(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  140. val gradientEpsilon: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    Params

  142. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  143. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  144. val ignoreConstCols: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  146. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Definition Classes
    RestCommunication

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  151. val interactions: NullableStringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  152. val intercept: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    Params

  154. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  155. def isPrimitiveType(value: Any): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    Params

  157. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  158. val keepCrossValidationFoldAssignment: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  159. val keepCrossValidationModels: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  160. val keepCrossValidationPredictions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  161. val labelCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  162. val lambdaMinRatio: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  163. val lambdaSearch: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  164. val lambdaValue: NullableDoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  165. val link: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  166. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  173. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  179. val maxActivePredictors: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  180. val maxAfterBalanceSize: FloatParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  181. val maxConfusionMatrixSize: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  182. val maxIterations: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  183. val maxRuntimeSecs: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  184. val missingValuesHandling: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  185. val modelId: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  186. final val namedMojoOutputColumns: Param[Boolean]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Definition Classes
    AnyRef

  188. val nfolds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  189. val nlambdas: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  190. val nonNegative: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  191. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  192. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  201. val objReg: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  202. val objectiveEpsilon: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  203. val offsetCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  205. def paramTag: ClassTag[GLMParameters]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  206. var parameters: GLMParameters

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithm

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

    Permalink
    Definition Classes
    Params

  208. final val predictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  209. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  210. val prior: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  211. 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

  212. val randomFamily: NullableStringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  213. val randomLink: NullableStringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  214. 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

  215. val removeCollinearCols: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  216. 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

  217. def sanitize(colName: String): String

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  218. def save(path: String): Unit

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

  219. val scoreEachIteration: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  220. val scoreIterationInterval: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  221. val seed: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  222. final def set(paramPair: ParamPair[_]): H2OGLM.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  223. final def set(param: String, value: Any): H2OGLM.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  224. final def set[T](param: Param[T], value: T): H2OGLM.this.type

    Permalink
    Definition Classes
    Params

  225. def setAlphaValue(value: Array[Double]): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  226. def setAucType(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  227. def setBalanceClasses(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  228. def setBetaConstraints(value: DataFrame): H2OGLM.this.type

    Permalink
    Definition Classes
    HasBetaConstraints

  229. def setBetaEpsilon(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  230. def setCalcLike(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  231. def setCheckpoint(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  232. def setClassSamplingFactors(value: Array[Float]): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  233. def setColdStart(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  234. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  235. def setColumnsToCategorical(columns: Array[String]): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  236. def setColumnsToCategorical(first: String, others: String*): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  237. def setComputePValues(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  238. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  239. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  240. def setCustomMetricFunc(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  241. final def setDefault(paramPairs: ParamPair[_]*): H2OGLM.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  242. final def setDefault[T](param: Param[T], value: T): H2OGLM.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  243. def setDetailedPredictionCol(columnName: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  244. def setDistribution(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    DeprecatedDistribution
    Annotations
    @DeprecatedMethod( x$4 , x$3 )

  245. def setEarlyStopping(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  246. def setExportCheckpointsDir(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  247. def setFamily(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  248. def setFeaturesCol(first: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  249. def setFeaturesCols(columnNames: ArrayList[String]): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  250. def setFeaturesCols(columnNames: Array[String]): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  251. def setFeaturesCols(first: String, others: String*): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  252. def setFoldAssignment(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  253. def setFoldCol(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  254. def setGradientEpsilon(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  255. def setHGLM(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  256. def setIgnoreConstCols(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  257. def setIgnoredCols(value: Array[String]): H2OGLM.this.type

    Permalink
    Definition Classes
    HasIgnoredCols

  258. def setInteractionPairs(value: Array[(String, String)]): H2OGLM.this.type

    Permalink
    Definition Classes
    HasInteractionPairs

  259. def setInteractions(value: Array[String]): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  260. def setIntercept(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  261. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  262. def setKeepCrossValidationModels(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  263. def setKeepCrossValidationPredictions(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  264. def setLabelCol(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  265. def setLambdaMinRatio(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  266. def setLambdaSearch(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  267. def setLambdaValue(value: Array[Double]): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  268. def setLink(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  269. def setMaxActivePredictors(value: Int): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  270. def setMaxAfterBalanceSize(value: Float): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  271. def setMaxConfusionMatrixSize(value: Int): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  272. def setMaxIterations(value: Int): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  273. def setMaxRuntimeSecs(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  274. def setMissingValuesHandling(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  275. def setModelId(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  276. def setNamedMojoOutputColumns(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  277. def setNfolds(value: Int): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  278. def setNlambdas(value: Int): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  279. def setNonNegative(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  280. def setObjReg(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  281. def setObjectiveEpsilon(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  282. def setOffsetCol(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  283. def setPlugValues(value: Map[String, Any]): H2OGLM.this.type

    Permalink
    Definition Classes
    HasPlugValues

  284. def setPredictionCol(columnName: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  285. def setPrior(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  286. def setRandomCols(value: Array[String]): H2OGLM.this.type

    Permalink
    Definition Classes
    HasRandomCols

  287. def setRandomFamily(value: Array[String]): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  288. def setRandomLink(value: Array[String]): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  289. def setRemoveCollinearCols(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  290. def setScoreEachIteration(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  291. def setScoreIterationInterval(value: Int): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  292. def setSeed(value: Long): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  293. def setSolver(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  294. def setSplitRatio(ratio: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  295. def setStandardize(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  296. def setStartval(value: Array[Double]): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  297. def setStoppingMetric(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  298. def setStoppingRounds(value: Int): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  299. def setStoppingTolerance(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  300. def setTheta(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  301. def setTweedieLinkPower(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  302. def setTweedieVariancePower(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  303. def setValidationDataFrame(dataFrame: DataFrame): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  304. def setWeightCol(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  305. def setWithContributions(enabled: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  306. def setWithDetailedPredictionCol(enabled: Boolean): H2OGLM.this.type

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

  307. def setWithLeafNodeAssignments(enabled: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  308. def setWithStageResults(enabled: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  309. val solver: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  310. final val splitRatio: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  311. val standardize: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  312. val startval: NullableDoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  313. val stoppingMetric: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  314. val stoppingRounds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  315. val stoppingTolerance: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  318. def stringify(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  323. def stringifyPrimitiveParam(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    AnyRef

  325. val theta: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  326. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  328. def transformSchema(schema: StructType): StructType

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  330. val tweedieLinkPower: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  331. val tweedieVariancePower: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  332. val uid: String

    Permalink
    Definition Classes
    H2OGLM → Identifiable

  333. 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

  334. final val validationDataFrame: NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  335. final def wait(): Unit

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

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

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

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

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

  338. val weightCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  339. final val withContributions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  340. final val withDetailedPredictionCol: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  341. final val withLeafNodeAssignments: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  342. final val withStageResults: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  343. 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 FamilyBasedH2OTrainFramePreparation

Inherited from H2OGLMParams

Inherited from DeprecatedDistribution

Inherited from HasInteractionPairs

Inherited from HasBetaConstraints

Inherited from HasPlugValues

Inherited from HasIgnoredCols

Inherited from HasRandomCols

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