Packages

c

ai.h2o.sparkling.ml.algos

H2OTreeBasedSupervisedAlgorithm

abstract class H2OTreeBasedSupervisedAlgorithm[P <: Parameters] extends H2OSupervisedAlgorithm[P] with H2OTreeBasedSupervisedMOJOParams

Linear Supertypes
H2OTreeBasedSupervisedMOJOParams, H2OSupervisedAlgorithm[P], H2OAlgoSupervisedParams[P], H2OCommonSupervisedParams, H2OSupervisedMOJOParams, H2OAlgorithm[P], H2OAlgoCommonParams[P], H2OCommonParams, H2OMOJOAlgoSharedParams, H2OAlgoParamsHelper[P], DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2ODRF, H2OGBM, H2OXGBoost
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OTreeBasedSupervisedAlgorithm
  2. H2OTreeBasedSupervisedMOJOParams
  3. H2OSupervisedAlgorithm
  4. H2OAlgoSupervisedParams
  5. H2OCommonSupervisedParams
  6. H2OSupervisedMOJOParams
  7. H2OAlgorithm
  8. H2OAlgoCommonParams
  9. H2OCommonParams
  10. H2OMOJOAlgoSharedParams
  11. H2OAlgoParamsHelper
  12. DefaultParamsWritable
  13. MLWritable
  14. H2OAlgoCommonUtils
  15. EstimatorCommonUtils
  16. RestCommunication
  17. RestEncodingUtils
  18. Logging
  19. Estimator
  20. PipelineStage
  21. Logging
  22. Params
  23. Serializable
  24. Serializable
  25. Identifiable
  26. AnyRef
  27. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OTreeBasedSupervisedAlgorithm()(implicit arg0: ClassTag[P])

Type Members

  1. abstract type H2O_SCHEMA
    Definition Classes
    H2OAlgoParamsHelper

Abstract Value Members

  1. abstract def paramTag: ClassTag[P]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  2. abstract def schemaTag: ClassTag[H2O_SCHEMA]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  3. abstract val uid: String
    Definition Classes
    Identifiable

Concrete 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. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def booleanParam(name: String, doc: Option[String] = None): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  8. def checkResponseCode(connection: HttpURLConnection): Unit
    Definition Classes
    RestCommunication
  9. final def clear(param: Param[_]): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    Params
  10. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  11. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  12. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  13. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  14. def copy(extra: ParamMap): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params
  15. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  16. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  17. 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
  18. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  19. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  20. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  21. def doubleParam(name: String, doc: Option[String] = None): DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  22. def doubleParam(name: String, doc: String): DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  23. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  24. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  25. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  26. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  27. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  28. def explainParams(): String
    Definition Classes
    Params
  29. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  30. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  31. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  32. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  33. def fit(dataset: Dataset[_]): H2OTreeBasedSupervisedMOJOModel
    Definition Classes
    H2OTreeBasedSupervisedAlgorithm → H2OSupervisedAlgorithm → H2OAlgorithm → Estimator
  34. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  35. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  36. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  37. def floatParam(name: String, doc: Option[String] = None): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  38. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  39. final val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  40. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  41. def getAllStringColumnsToCategorical(): Boolean
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  42. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  43. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  44. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  45. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  46. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  47. def getDetailedPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  48. def getDistribution(): String
    Definition Classes
    H2OAlgoCommonParams
  49. def getDoc(doc: Option[String], fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  50. def getExcludedCols(): Seq[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams
  51. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  52. def getFoldCol(): String
    Definition Classes
    H2OCommonParams
  53. def getH2ODoc(fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  54. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  55. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  56. def getLabelCol(): String
    Definition Classes
    H2OCommonSupervisedParams
  57. def getModelId(): String
    Definition Classes
    H2OAlgoCommonParams
  58. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  59. def getNfolds(): Int
    Definition Classes
    H2OCommonParams
  60. def getNtrees(): Int
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams
  61. def getOffsetCol(): String
    Definition Classes
    H2OSupervisedMOJOParams
  62. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  63. def getParallelizeCrossValidation(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  64. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  65. def getPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  66. def getSeed(): Long
    Definition Classes
    H2OCommonParams
  67. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  68. def getWeightCol(): String
    Definition Classes
    H2OCommonParams
  69. def getWithContributions(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  70. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  71. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  72. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  73. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  74. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  75. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  77. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  78. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  79. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  80. def intParam(name: String, doc: Option[String] = None): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  81. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  82. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  83. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  84. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  85. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  86. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  87. final val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams
  88. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  89. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  90. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  91. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  92. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  93. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  94. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  95. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  96. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  97. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  98. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  99. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  100. def longParam(name: String, doc: Option[String] = None): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  101. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  102. final val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams
  103. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  104. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  105. final val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  106. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  107. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  108. final val ntrees: IntParam
    Attributes
    protected
    Definition Classes
    H2OTreeBasedSupervisedMOJOParams
  109. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  110. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  111. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  112. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  113. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  114. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  115. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  116. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  117. def param[T](name: String, doc: Option[String] = None): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  118. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  119. val parameters: P
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  120. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  121. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  122. def prepareDatasetForFitting(dataset: Dataset[_]): (H2OFrame, Option[H2OFrame])
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  123. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm
  124. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)])(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  125. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean): InputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  126. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  127. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  128. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  129. final val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  130. final def set(paramPair: ParamPair[_]): H2OTreeBasedSupervisedAlgorithm.this.type
    Attributes
    protected
    Definition Classes
    Params
  131. final def set(param: String, value: Any): H2OTreeBasedSupervisedAlgorithm.this.type
    Attributes
    protected
    Definition Classes
    Params
  132. final def set[T](param: Param[T], value: T): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    Params
  133. def setAllStringColumnsToCategorical(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  134. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  135. def setColumnsToCategorical(columns: Array[String]): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  136. def setColumnsToCategorical(first: String, others: String*): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  137. def setConvertInvalidNumbersToNa(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  138. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  139. final def setDefault(paramPairs: ParamPair[_]*): H2OTreeBasedSupervisedAlgorithm.this.type
    Attributes
    protected
    Definition Classes
    Params
  140. final def setDefault[T](param: Param[T], value: T): H2OTreeBasedSupervisedAlgorithm.this.type
    Attributes
    protected
    Definition Classes
    Params
  141. def setDetailedPredictionCol(columnName: String): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  142. def setDistribution(value: String): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OAlgoCommonParams
  143. def setFeaturesCol(first: String): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  144. def setFeaturesCols(columnNames: ArrayList[String]): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  145. def setFeaturesCols(columnNames: Array[String]): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  146. def setFeaturesCols(first: String, others: String*): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  147. def setFoldCol(columnName: String): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  148. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OAlgoCommonParams
  149. def setKeepCrossValidationPredictions(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OAlgoCommonParams
  150. def setLabelCol(columnName: String): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonSupervisedParams
  151. def setModelId(id: String): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OAlgoCommonParams
  152. def setNamedMojoOutputColumns(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  153. def setNfolds(value: Int): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  154. def setOffsetCol(columnName: String): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonSupervisedParams
  155. def setParallelizeCrossValidation(value: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OAlgoCommonParams
  156. def setPredictionCol(columnName: String): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  157. def setSeed(value: Long): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  158. def setSplitRatio(ratio: Double): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  159. def setWeightCol(columnName: String): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  160. def setWithContributions(enabled: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  161. def setWithDetailedPredictionCol(enabled: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$6 , x$5 )
  162. def setWithLeafNodeAssignments(enabled: Boolean): H2OTreeBasedSupervisedAlgorithm.this.type
    Definition Classes
    H2OCommonParams
  163. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  164. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  165. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  166. def stringParam(name: String, doc: Option[String] = None): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  167. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  168. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  169. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  170. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  171. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  172. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  173. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  174. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  175. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  176. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  177. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  178. 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
  179. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  180. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  181. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  182. final val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  183. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  184. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  185. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  186. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

  1. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
    Annotations
    @deprecated
    Deprecated

    (Since version )

Inherited from H2OTreeBasedSupervisedMOJOParams

Inherited from H2OSupervisedAlgorithm[P]

Inherited from H2OAlgoSupervisedParams[P]

Inherited from H2OCommonSupervisedParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OAlgorithm[P]

Inherited from H2OAlgoCommonParams[P]

Inherited from H2OCommonParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from H2OAlgoParamsHelper[P]

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

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