Class/Object

ai.h2o.sparkling.ml.algos.classification

H2OGLMClassifier

Related Docs: object H2OGLMClassifier | package classification

Permalink

class H2OGLMClassifier extends H2OGLM with H2OClassifier with FamilyForClassificationCheck

Linear Supertypes
FamilyForClassificationCheck, H2OClassifier, H2OGLM, FamilyBasedH2OTrainFramePreparation, H2OGLMParams, DeprecatedDistribution, HasInteractionPairs, HasBetaConstraints, HasPlugValues, HasIgnoredCols, HasRandomCols, H2OSupervisedAlgorithm[GLMParameters], H2OAlgorithm[GLMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OAlgoParamsBase, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGLMClassifier
  2. FamilyForClassificationCheck
  3. H2OClassifier
  4. H2OGLM
  5. FamilyBasedH2OTrainFramePreparation
  6. H2OGLMParams
  7. DeprecatedDistribution
  8. HasInteractionPairs
  9. HasBetaConstraints
  10. HasPlugValues
  11. HasIgnoredCols
  12. HasRandomCols
  13. H2OSupervisedAlgorithm
  14. H2OAlgorithm
  15. DefaultParamsWritable
  16. MLWritable
  17. H2OTrainFramePreparation
  18. H2OAlgoCommonUtils
  19. EstimatorCommonUtils
  20. RestCommunication
  21. RestEncodingUtils
  22. H2OCommonParams
  23. H2OAlgoParamsBase
  24. ParameterConstructorMethods
  25. H2OBaseMOJOParams
  26. Logging
  27. Estimator
  28. PipelineStage
  29. Logging
  30. Params
  31. Serializable
  32. Serializable
  33. Identifiable
  34. AnyRef
  35. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGLMClassifier()

    Permalink

  2. new H2OGLMClassifier(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 balanceClasses: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  9. val betaEpsilon: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  10. var binaryModel: Option[H2OBinaryModel]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  12. val calcLike: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    RestCommunication

  14. val classSamplingFactors: NullableFloatArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  15. final def clear(param: Param[_]): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    Params

  16. def clone(): AnyRef

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

  17. val coldStart: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  18. final val columnsToCategorical: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  19. val computePValues: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  21. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  22. final val convertInvalidNumbersToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  24. def convertModelIdToKey(key: String): String

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  25. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  27. def copy(extra: ParamMap): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  29. val customMetricFunc: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  32. 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

  33. final val detailedPredictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  38. val earlyStopping: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    AnyRef

  40. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  42. def explainParams(): String

    Permalink
    Definition Classes
    Params

  43. val exportCheckpointsDir: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  44. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  46. val family: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  47. final val featuresCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  48. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    H2OGLM → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

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

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

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

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

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

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  54. val foldAssignment: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  55. val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    Params

  57. def getAlphaValue(): Array[Double]

    Permalink
    Definition Classes
    H2OGLMParams

  58. def getBalanceClasses(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  59. def getBetaConstraints(): DataFrame

    Permalink
    Definition Classes
    HasBetaConstraints

  60. def getBetaEpsilon(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  61. def getBinaryModel(): H2OBinaryModel

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  62. def getCalcLike(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    AnyRef → Any

  64. def getClassSamplingFactors(): Array[Float]

    Permalink
    Definition Classes
    H2OGLMParams

  65. def getColdStart(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  66. def getColumnsToCategorical(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams

  67. def getComputePValues(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  68. def getConvertInvalidNumbersToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  69. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  70. def getCustomMetricFunc(): String

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    Params

  72. def getDetailedPredictionCol(): String

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  73. def getDistribution(): String

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

  74. def getEarlyStopping(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  75. def getExportCheckpointsDir(): String

    Permalink
    Definition Classes
    H2OGLMParams

  76. def getFamily(): String

    Permalink
    Definition Classes
    H2OGLMParams

  77. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams

  78. def getFoldAssignment(): String

    Permalink
    Definition Classes
    H2OGLMParams

  79. def getFoldCol(): String

    Permalink
    Definition Classes
    H2OGLMParams

  80. def getGradientEpsilon(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  81. def getHGLM(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  82. def getIgnoreConstCols(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  83. def getIgnoredCols(): Array[String]

    Permalink
    Definition Classes
    HasIgnoredCols

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

    Permalink
    Definition Classes
    HasInteractionPairs

  85. def getInteractions(): Array[String]

    Permalink
    Definition Classes
    H2OGLMParams

  86. def getIntercept(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  87. def getKeepCrossValidationFoldAssignment(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  88. def getKeepCrossValidationModels(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  89. def getKeepCrossValidationPredictions(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  90. def getLabelCol(): String

    Permalink
    Definition Classes
    H2OGLMParams

  91. def getLambdaMinRatio(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  92. def getLambdaSearch(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  93. def getLambdaValue(): Array[Double]

    Permalink
    Definition Classes
    H2OGLMParams

  94. def getLink(): String

    Permalink
    Definition Classes
    H2OGLMParams

  95. def getMaxActivePredictors(): Int

    Permalink
    Definition Classes
    H2OGLMParams

  96. def getMaxAfterBalanceSize(): Float

    Permalink
    Definition Classes
    H2OGLMParams

  97. def getMaxConfusionMatrixSize(): Int

    Permalink
    Definition Classes
    H2OGLMParams

  98. def getMaxIterations(): Int

    Permalink
    Definition Classes
    H2OGLMParams

  99. def getMaxRuntimeSecs(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  100. def getMissingValuesHandling(): String

    Permalink
    Definition Classes
    H2OGLMParams

  101. def getModelId(): String

    Permalink
    Definition Classes
    H2OGLMParams

  102. def getNamedMojoOutputColumns(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  103. def getNfolds(): Int

    Permalink
    Definition Classes
    H2OGLMParams

  104. def getNlambdas(): Int

    Permalink
    Definition Classes
    H2OGLMParams

  105. def getNonNegative(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  106. def getObjReg(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  107. def getObjectiveEpsilon(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  108. def getOffsetCol(): String

    Permalink
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    HasPlugValues

  112. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  113. def getPrior(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  114. def getRandomCols(): Array[String]

    Permalink
    Definition Classes
    HasRandomCols

  115. def getRandomFamily(): Array[String]

    Permalink
    Definition Classes
    H2OGLMParams

  116. def getRandomLink(): Array[String]

    Permalink
    Definition Classes
    H2OGLMParams

  117. def getRemoveCollinearCols(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  118. def getScoreEachIteration(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  119. def getScoreIterationInterval(): Int

    Permalink
    Definition Classes
    H2OGLMParams

  120. def getSeed(): Long

    Permalink
    Definition Classes
    H2OGLMParams

  121. def getSolver(): String

    Permalink
    Definition Classes
    H2OGLMParams

  122. def getSplitRatio(): Double

    Permalink
    Definition Classes
    H2OCommonParams

  123. def getStandardize(): Boolean

    Permalink
    Definition Classes
    H2OGLMParams

  124. def getStartval(): Array[Double]

    Permalink
    Definition Classes
    H2OGLMParams

  125. def getStoppingMetric(): String

    Permalink
    Definition Classes
    H2OGLMParams

  126. def getStoppingRounds(): Int

    Permalink
    Definition Classes
    H2OGLMParams

  127. def getStoppingTolerance(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  128. def getTheta(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  129. def getTweedieLinkPower(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  130. def getTweedieVariancePower(): Double

    Permalink
    Definition Classes
    H2OGLMParams

  131. def getValidationDataFrame(): DataFrame

    Permalink
    Definition Classes
    H2OCommonParams

  132. def getWeightCol(): String

    Permalink
    Definition Classes
    H2OGLMParams

  133. def getWithContributions(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  134. def getWithLeafNodeAssignments(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  135. def getWithStageResults(): Boolean

    Permalink
    Definition Classes
    H2OBaseMOJOParams

  136. val gradientEpsilon: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    Params

  138. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  139. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  140. val ignoreConstCols: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  142. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

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

    Permalink
    Definition Classes
    RestCommunication

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  147. val interactions: NullableStringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  148. val intercept: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Definition Classes
    Params

  150. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  151. def isPrimitiveType(value: Any): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    Params

  153. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  154. val keepCrossValidationFoldAssignment: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  155. val keepCrossValidationModels: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  156. val keepCrossValidationPredictions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  157. val labelCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  158. val lambdaMinRatio: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  159. val lambdaSearch: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  160. val lambdaValue: NullableDoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  161. val link: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  162. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  169. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  175. val maxActivePredictors: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  176. val maxAfterBalanceSize: FloatParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  177. val maxConfusionMatrixSize: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  178. val maxIterations: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  179. val maxRuntimeSecs: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  180. val missingValuesHandling: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  181. val modelId: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  182. final val namedMojoOutputColumns: Param[Boolean]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

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

    Permalink
    Definition Classes
    AnyRef

  184. val nfolds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  185. val nlambdas: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  186. val nonNegative: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  187. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  188. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  196. val objReg: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  197. val objectiveEpsilon: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  198. val offsetCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  200. def paramTag: ClassTag[GLMParameters]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  201. var parameters: GLMParameters

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgorithm

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

    Permalink
    Definition Classes
    Params

  203. final val predictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  204. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation

  205. val prior: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  206. 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

  207. val randomFamily: NullableStringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  208. val randomLink: NullableStringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  209. 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

  210. val removeCollinearCols: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  211. 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

  212. def sanitize(colName: String): String

    Permalink
    Definition Classes
    H2OAlgoCommonUtils

  213. def save(path: String): Unit

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

  214. val scoreEachIteration: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  215. val scoreIterationInterval: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  216. val seed: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  217. final def set(paramPair: ParamPair[_]): H2OGLMClassifier.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  218. final def set(param: String, value: Any): H2OGLMClassifier.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  219. final def set[T](param: Param[T], value: T): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    Params

  220. def setAlphaValue(value: Array[Double]): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  221. def setBalanceClasses(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  222. def setBetaConstraints(value: DataFrame): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    HasBetaConstraints

  223. def setBetaEpsilon(value: Double): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  224. def setCalcLike(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  225. def setClassSamplingFactors(value: Array[Float]): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  226. def setColdStart(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  227. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  228. def setColumnsToCategorical(columns: Array[String]): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  229. def setColumnsToCategorical(first: String, others: String*): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  230. def setComputePValues(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  231. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  232. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  233. def setCustomMetricFunc(value: String): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  234. final def setDefault(paramPairs: ParamPair[_]*): H2OGLMClassifier.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  235. final def setDefault[T](param: Param[T], value: T): H2OGLMClassifier.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  236. def setDetailedPredictionCol(columnName: String): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  237. def setDistribution(value: String): H2OGLMClassifier.this.type

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

  238. def setEarlyStopping(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  239. def setExportCheckpointsDir(value: String): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  240. def setFamily(value: String): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  241. def setFeaturesCol(first: String): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  242. def setFeaturesCols(columnNames: ArrayList[String]): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  243. def setFeaturesCols(columnNames: Array[String]): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  244. def setFeaturesCols(first: String, others: String*): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  245. def setFoldAssignment(value: String): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  246. def setFoldCol(value: String): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  247. def setGradientEpsilon(value: Double): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  248. def setHGLM(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  249. def setIgnoreConstCols(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  250. def setIgnoredCols(value: Array[String]): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    HasIgnoredCols

  251. def setInteractionPairs(value: Array[(String, String)]): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    HasInteractionPairs

  252. def setInteractions(value: Array[String]): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  253. def setIntercept(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  254. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  255. def setKeepCrossValidationModels(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  256. def setKeepCrossValidationPredictions(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  257. def setLabelCol(value: String): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  258. def setLambdaMinRatio(value: Double): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  259. def setLambdaSearch(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  260. def setLambdaValue(value: Array[Double]): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  261. def setLink(value: String): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  262. def setMaxActivePredictors(value: Int): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  263. def setMaxAfterBalanceSize(value: Float): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  264. def setMaxConfusionMatrixSize(value: Int): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  265. def setMaxIterations(value: Int): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  266. def setMaxRuntimeSecs(value: Double): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  267. def setMissingValuesHandling(value: String): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  268. def setModelId(value: String): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  269. def setNamedMojoOutputColumns(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  270. def setNfolds(value: Int): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  271. def setNlambdas(value: Int): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  272. def setNonNegative(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  273. def setObjReg(value: Double): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  274. def setObjectiveEpsilon(value: Double): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  275. def setOffsetCol(value: String): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  276. def setPlugValues(value: Map[String, Any]): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    HasPlugValues

  277. def setPredictionCol(columnName: String): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  278. def setPrior(value: Double): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  279. def setRandomCols(value: Array[String]): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    HasRandomCols

  280. def setRandomFamily(value: Array[String]): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  281. def setRandomLink(value: Array[String]): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  282. def setRemoveCollinearCols(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  283. def setScoreEachIteration(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  284. def setScoreIterationInterval(value: Int): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  285. def setSeed(value: Long): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  286. def setSolver(value: String): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  287. def setSplitRatio(ratio: Double): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  288. def setStandardize(value: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  289. def setStartval(value: Array[Double]): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  290. def setStoppingMetric(value: String): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  291. def setStoppingRounds(value: Int): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  292. def setStoppingTolerance(value: Double): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  293. def setTheta(value: Double): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  294. def setTweedieLinkPower(value: Double): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  295. def setTweedieVariancePower(value: Double): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  296. def setValidationDataFrame(dataFrame: DataFrame): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  297. def setWeightCol(value: String): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OGLMParams

  298. def setWithContributions(enabled: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  299. def setWithDetailedPredictionCol(enabled: Boolean): H2OGLMClassifier.this.type

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

  300. def setWithLeafNodeAssignments(enabled: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  301. def setWithStageResults(enabled: Boolean): H2OGLMClassifier.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  302. val solver: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  303. final val splitRatio: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  304. val standardize: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  305. val startval: NullableDoubleArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  306. val stoppingMetric: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  307. val stoppingRounds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  308. val stoppingTolerance: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  311. def stringify(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  316. def stringifyPrimitiveParam(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

    Permalink
    Definition Classes
    AnyRef

  318. val theta: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  319. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  321. def transformSchema(schema: StructType): StructType

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  323. val tweedieLinkPower: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  324. val tweedieVariancePower: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  325. val uid: String

    Permalink
    Definition Classes
    H2OGLMClassifier → H2OGLM → Identifiable

  326. 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

  327. final val validationDataFrame: NullableDataFrameParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  328. final def wait(): Unit

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

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

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

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

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

  331. val weightCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParams

  332. final val withContributions: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  333. final val withDetailedPredictionCol: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  334. final val withLeafNodeAssignments: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  335. final val withStageResults: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams

  336. 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 FamilyForClassificationCheck

Inherited from H2OClassifier

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 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 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