Packages

class H2OGAMClassifier extends H2OGAM with H2OClassifier with FamilyForClassificationCheck

Linear Supertypes
FamilyForClassificationCheck, H2OClassifier, H2OGAM, FamilyBasedH2OTrainFramePreparation, H2OGAMParams, HasGamCols, HasBetaConstraints, HasIgnoredCols, H2OSupervisedAlgorithmWithFoldColumn[GAMParameters], H2OSupervisedAlgorithm[GAMParameters], H2OAlgorithm[GAMParameters], DefaultParamsWritable, MLWritable, H2OTrainFramePreparation, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, H2OBaseMOJOParams, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. H2OGAMClassifier
  2. FamilyForClassificationCheck
  3. H2OClassifier
  4. H2OGAM
  5. FamilyBasedH2OTrainFramePreparation
  6. H2OGAMParams
  7. HasGamCols
  8. HasBetaConstraints
  9. HasIgnoredCols
  10. H2OSupervisedAlgorithmWithFoldColumn
  11. H2OSupervisedAlgorithm
  12. H2OAlgorithm
  13. DefaultParamsWritable
  14. MLWritable
  15. H2OTrainFramePreparation
  16. H2OAlgoCommonUtils
  17. EstimatorCommonUtils
  18. RestCommunication
  19. RestEncodingUtils
  20. H2OCommonParams
  21. H2OAlgoParamsBase
  22. H2OFrameLifecycle
  23. ParameterConstructorMethods
  24. H2OBaseMOJOParams
  25. Logging
  26. Estimator
  27. PipelineStage
  28. Logging
  29. Params
  30. Serializable
  31. Serializable
  32. Identifiable
  33. AnyRef
  34. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGAMClassifier()
  2. new H2OGAMClassifier(uid: String)

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. val alphaValue: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. val aucType: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  8. val balanceClasses: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  9. val betaEpsilon: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  10. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  11. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  12. val bs: NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  13. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  14. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  15. final def clear(param: Param[_]): H2OGAMClassifier.this.type
    Definition Classes
    Params
  16. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  17. val coldStart: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  18. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  19. val computePValues: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  20. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  21. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  22. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  23. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  24. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  25. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  26. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  27. def copy(extra: ParamMap): H2OGAMClassifier.this.type
    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params
  28. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  29. val customMetricFunc: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  30. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  31. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    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
    Definition Classes
    RestCommunication
  33. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  34. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  35. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  36. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  37. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  38. val earlyStopping: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  39. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  40. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  41. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  42. def explainParams(): String
    Definition Classes
    Params
  43. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  44. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  45. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  46. val family: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  47. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  48. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  49. def fit(dataset: Dataset[_]): H2OGAMMOJOModel
    Definition Classes
    H2OGAM → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator
  50. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  51. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  52. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  53. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  54. val foldAssignment: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  55. val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  56. val gamCols: NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    HasGamCols
  57. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  58. def getAlphaValue(): Array[Double]
    Definition Classes
    H2OGAMParams
  59. def getAucType(): String
    Definition Classes
    H2OGAMParams
  60. def getBalanceClasses(): Boolean
    Definition Classes
    H2OGAMParams
  61. def getBetaConstraints(): DataFrame
    Definition Classes
    HasBetaConstraints
  62. def getBetaEpsilon(): Double
    Definition Classes
    H2OGAMParams
  63. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  64. def getBs(): Array[Int]
    Definition Classes
    H2OGAMParams
  65. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  66. def getClassSamplingFactors(): Array[Float]
    Definition Classes
    H2OGAMParams
  67. def getColdStart(): Boolean
    Definition Classes
    H2OGAMParams
  68. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  69. def getComputePValues(): Boolean
    Definition Classes
    H2OGAMParams
  70. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  71. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  72. def getCustomMetricFunc(): String
    Definition Classes
    H2OGAMParams
  73. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  74. def getDetailedPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  75. def getEarlyStopping(): Boolean
    Definition Classes
    H2OGAMParams
  76. def getExportCheckpointsDir(): String
    Definition Classes
    H2OGAMParams
  77. def getFamily(): String
    Definition Classes
    H2OGAMParams
  78. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OBaseMOJOParams
  79. def getFoldAssignment(): String
    Definition Classes
    H2OGAMParams
  80. def getFoldCol(): String
    Definition Classes
    H2OGAMParams
  81. def getGamCols(): Array[Array[String]]
    Definition Classes
    HasGamCols
  82. def getGradientEpsilon(): Double
    Definition Classes
    H2OGAMParams
  83. def getIgnoreConstCols(): Boolean
    Definition Classes
    H2OGAMParams
  84. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  85. def getInteractions(): Array[String]
    Definition Classes
    H2OGAMParams
  86. def getIntercept(): Boolean
    Definition Classes
    H2OGAMParams
  87. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OGAMParams
  88. def getKeepCrossValidationModels(): Boolean
    Definition Classes
    H2OGAMParams
  89. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OGAMParams
  90. def getKeepGamCols(): Boolean
    Definition Classes
    H2OGAMParams
  91. def getKnotIds(): Array[String]
    Definition Classes
    H2OGAMParams
  92. def getLabelCol(): String
    Definition Classes
    H2OGAMParams
  93. def getLambdaSearch(): Boolean
    Definition Classes
    H2OGAMParams
  94. def getLambdaValue(): Array[Double]
    Definition Classes
    H2OGAMParams
  95. def getLink(): String
    Definition Classes
    H2OGAMParams
  96. def getMaxActivePredictors(): Int
    Definition Classes
    H2OGAMParams
  97. def getMaxAfterBalanceSize(): Float
    Definition Classes
    H2OGAMParams
  98. def getMaxConfusionMatrixSize(): Int
    Definition Classes
    H2OGAMParams
  99. def getMaxIterations(): Int
    Definition Classes
    H2OGAMParams
  100. def getMaxRuntimeSecs(): Double
    Definition Classes
    H2OGAMParams
  101. def getMissingValuesHandling(): String
    Definition Classes
    H2OGAMParams
  102. def getModelId(): String
    Definition Classes
    H2OGAMParams
  103. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  104. def getNfolds(): Int
    Definition Classes
    H2OGAMParams
  105. def getNlambdas(): Int
    Definition Classes
    H2OGAMParams
  106. def getNonNegative(): Boolean
    Definition Classes
    H2OGAMParams
  107. def getNumKnots(): Array[Int]
    Definition Classes
    H2OGAMParams
  108. def getObjReg(): Double
    Definition Classes
    H2OGAMParams
  109. def getObjectiveEpsilon(): Double
    Definition Classes
    H2OGAMParams
  110. def getOffsetCol(): String
    Definition Classes
    H2OGAMParams
  111. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  112. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  113. def getPredictionCol(): String
    Definition Classes
    H2OBaseMOJOParams
  114. def getPrior(): Double
    Definition Classes
    H2OGAMParams
  115. def getRemoveCollinearCols(): Boolean
    Definition Classes
    H2OGAMParams
  116. def getScale(): Array[Double]
    Definition Classes
    H2OGAMParams
  117. def getScaleTpPenaltyMat(): Boolean
    Definition Classes
    H2OGAMParams
  118. def getScoreEachIteration(): Boolean
    Definition Classes
    H2OGAMParams
  119. def getSeed(): Long
    Definition Classes
    H2OGAMParams
  120. def getSolver(): String
    Definition Classes
    H2OGAMParams
  121. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  122. def getStandardize(): Boolean
    Definition Classes
    H2OGAMParams
  123. def getStandardizeTpGamCols(): Boolean
    Definition Classes
    H2OGAMParams
  124. def getStartval(): Array[Double]
    Definition Classes
    H2OGAMParams
  125. def getStoppingMetric(): String
    Definition Classes
    H2OGAMParams
  126. def getStoppingRounds(): Int
    Definition Classes
    H2OGAMParams
  127. def getStoppingTolerance(): Double
    Definition Classes
    H2OGAMParams
  128. def getTheta(): Double
    Definition Classes
    H2OGAMParams
  129. def getTweedieLinkPower(): Double
    Definition Classes
    H2OGAMParams
  130. def getTweedieVariancePower(): Double
    Definition Classes
    H2OGAMParams
  131. def getValidationDataFrame(): DataFrame
    Definition Classes
    H2OCommonParams
  132. def getWeightCol(): String
    Definition Classes
    H2OGAMParams
  133. def getWithContributions(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  134. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  135. def getWithStageResults(): Boolean
    Definition Classes
    H2OBaseMOJOParams
  136. val gradientEpsilon: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  137. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  138. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  139. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  140. val ignoreConstCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  141. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  142. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  143. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  144. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  145. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  146. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  147. val interactions: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  148. val intercept: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  149. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  150. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  151. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  152. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  153. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  154. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  155. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  156. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  157. val keepGamCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  158. val knotIds: NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  159. val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  160. val lambdaSearch: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  161. val lambdaValue: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  162. val link: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  163. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  164. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  165. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  166. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  167. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  168. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  169. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  170. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  171. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  172. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  173. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  174. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  175. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  176. val maxActivePredictors: IntParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  177. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  178. val maxConfusionMatrixSize: IntParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  179. val maxIterations: IntParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  180. val maxRuntimeSecs: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  181. val missingValuesHandling: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  182. val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  183. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  184. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  185. val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  186. val nlambdas: IntParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  187. val nonNegative: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  188. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  189. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  190. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  191. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  192. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  193. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  194. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  195. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  196. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  197. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  198. val numKnots: NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  199. val objReg: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  200. val objectiveEpsilon: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  201. val offsetCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  202. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  203. def paramTag: ClassTag[GAMParameters]
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  204. var parameters: GAMParameters
    Attributes
    protected
    Definition Classes
    H2OAlgorithm
  205. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  206. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  207. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    FamilyBasedH2OTrainFramePreparation → H2OTrainFramePreparation
  208. val prior: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  209. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  210. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  211. val removeCollinearCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  212. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  213. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  214. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  215. val scale: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  216. val scaleTpPenaltyMat: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  217. val scoreEachIteration: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  218. val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  219. final def set(paramPair: ParamPair[_]): H2OGAMClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  220. final def set(param: String, value: Any): H2OGAMClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  221. final def set[T](param: Param[T], value: T): H2OGAMClassifier.this.type
    Definition Classes
    Params
  222. def setAlphaValue(value: Array[Double]): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  223. def setAucType(value: String): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  224. def setBalanceClasses(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  225. def setBetaConstraints(value: DataFrame): H2OGAMClassifier.this.type
    Definition Classes
    HasBetaConstraints
  226. def setBetaEpsilon(value: Double): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  227. def setBs(value: Array[Int]): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  228. def setClassSamplingFactors(value: Array[Float]): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  229. def setColdStart(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  230. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
  231. def setColumnsToCategorical(columns: Array[String]): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
  232. def setColumnsToCategorical(first: String, others: String*): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
  233. def setComputePValues(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  234. def setConvertInvalidNumbersToNa(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
  235. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
  236. def setCustomMetricFunc(value: String): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  237. final def setDefault(paramPairs: ParamPair[_]*): H2OGAMClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  238. final def setDefault[T](param: Param[T], value: T): H2OGAMClassifier.this.type
    Attributes
    protected
    Definition Classes
    Params
  239. def setDetailedPredictionCol(columnName: String): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
  240. def setEarlyStopping(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  241. def setExportCheckpointsDir(value: String): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  242. def setFamily(value: String): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  243. def setFeaturesCol(first: String): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
  244. def setFeaturesCols(columnNames: ArrayList[String]): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
  245. def setFeaturesCols(columnNames: Array[String]): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
  246. def setFeaturesCols(first: String, others: String*): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
  247. def setFoldAssignment(value: String): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  248. def setFoldCol(value: String): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  249. def setGamCols(value: Array[String]): H2OGAMClassifier.this.type
    Definition Classes
    HasGamCols
  250. def setGamCols(value: Array[Array[String]]): H2OGAMClassifier.this.type
    Definition Classes
    HasGamCols
  251. def setGradientEpsilon(value: Double): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  252. def setIgnoreConstCols(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  253. def setIgnoredCols(value: Array[String]): H2OGAMClassifier.this.type
    Definition Classes
    HasIgnoredCols
  254. def setInteractions(value: Array[String]): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  255. def setIntercept(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  256. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  257. def setKeepCrossValidationModels(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  258. def setKeepCrossValidationPredictions(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  259. def setKeepGamCols(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  260. def setKnotIds(value: Array[String]): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  261. def setLabelCol(value: String): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  262. def setLambdaSearch(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  263. def setLambdaValue(value: Array[Double]): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  264. def setLink(value: String): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  265. def setMaxActivePredictors(value: Int): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  266. def setMaxAfterBalanceSize(value: Float): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  267. def setMaxConfusionMatrixSize(value: Int): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  268. def setMaxIterations(value: Int): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  269. def setMaxRuntimeSecs(value: Double): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  270. def setMissingValuesHandling(value: String): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  271. def setModelId(value: String): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  272. def setNamedMojoOutputColumns(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
  273. def setNfolds(value: Int): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  274. def setNlambdas(value: Int): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  275. def setNonNegative(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  276. def setNumKnots(value: Array[Int]): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  277. def setObjReg(value: Double): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  278. def setObjectiveEpsilon(value: Double): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  279. def setOffsetCol(value: String): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  280. def setPredictionCol(columnName: String): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
  281. def setPrior(value: Double): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  282. def setRemoveCollinearCols(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  283. def setScale(value: Array[Double]): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  284. def setScaleTpPenaltyMat(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  285. def setScoreEachIteration(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  286. def setSeed(value: Long): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  287. def setSolver(value: String): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  288. def setSplitRatio(ratio: Double): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
  289. def setStandardize(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  290. def setStandardizeTpGamCols(value: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  291. def setStartval(value: Array[Double]): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  292. def setStoppingMetric(value: String): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  293. def setStoppingRounds(value: Int): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  294. def setStoppingTolerance(value: Double): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  295. def setTheta(value: Double): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  296. def setTweedieLinkPower(value: Double): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  297. def setTweedieVariancePower(value: Double): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  298. def setValidationDataFrame(dataFrame: DataFrame): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
  299. def setWeightCol(value: String): H2OGAMClassifier.this.type
    Definition Classes
    H2OGAMParams
  300. def setWithContributions(enabled: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
  301. def setWithDetailedPredictionCol(enabled: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  302. def setWithLeafNodeAssignments(enabled: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
  303. def setWithStageResults(enabled: Boolean): H2OGAMClassifier.this.type
    Definition Classes
    H2OCommonParams
  304. val solver: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  305. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  306. val standardize: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  307. val standardizeTpGamCols: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  308. val startval: NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  309. val stoppingMetric: Param[String]
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  310. val stoppingRounds: IntParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  311. val stoppingTolerance: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  312. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  313. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  314. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  315. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  316. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  317. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  318. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  319. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  320. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  321. val theta: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  322. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  323. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  324. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithmWithFoldColumn → H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  325. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  326. val tweedieLinkPower: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  327. val tweedieVariancePower: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  328. val uid: String
    Definition Classes
    H2OGAMClassifier → H2OGAM → Identifiable
  329. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  330. final val validationDataFrame: NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  331. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  332. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  333. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  334. val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OGAMParams
  335. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  336. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  337. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  338. final val withStageResults: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OBaseMOJOParams
  339. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable
  340. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Deprecated Value Members

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

    (Since version )

Inherited from FamilyForClassificationCheck

Inherited from H2OClassifier

Inherited from H2OGAM

Inherited from FamilyBasedH2OTrainFramePreparation

Inherited from H2OGAMParams

Inherited from HasGamCols

Inherited from HasBetaConstraints

Inherited from HasIgnoredCols

Inherited from H2OSupervisedAlgorithmWithFoldColumn[GAMParameters]

Inherited from H2OSupervisedAlgorithm[GAMParameters]

Inherited from H2OAlgorithm[GAMParameters]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OTrainFramePreparation

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OCommonParams

Inherited from H2OAlgoParamsBase

Inherited from 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