Packages

class H2OGLM extends H2OSupervisedAlgorithm[GLMParameters] with H2OGLMParams

H2O GLM algorithm exposed via Spark ML pipelines.

Linear Supertypes
H2OGLMParams, H2OSupervisedAlgorithm[GLMParameters], H2OAlgoSupervisedParams[GLMParameters], H2OCommonSupervisedParams, H2OSupervisedMOJOParams, H2OAlgorithm[GLMParameters], H2OAlgoCommonParams[GLMParameters], H2OCommonParams, H2OMOJOAlgoSharedParams, H2OAlgoParamsHelper[GLMParameters], DefaultParamsWritable, MLWritable, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGLM
  2. H2OGLMParams
  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
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGLM()
  2. new H2OGLM(uid: String)

Type Members

  1. type H2O_SCHEMA = GLMParametersV3
    Definition Classes
    H2OGLMParams → H2OAlgoParamsHelper

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[_]): H2OGLM.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): H2OGLM.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[_]): H2OSupervisedMOJOModel
    Definition Classes
    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. def getAlphaValue(): Array[Double]
    Definition Classes
    H2OGLMParams
  43. def getBetaEpsilon(): Double
    Definition Classes
    H2OGLMParams
  44. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  45. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  46. def getComputePValues(): Boolean
    Definition Classes
    H2OGLMParams
  47. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  48. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  49. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  50. def getDetailedPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  51. def getDistribution(): String
    Definition Classes
    H2OAlgoCommonParams
  52. def getDoc(doc: Option[String], fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  53. def getEarlyStopping(): Boolean
    Definition Classes
    H2OGLMParams
  54. def getExcludedCols(): Seq[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams
  55. def getFamily(): String
    Definition Classes
    H2OGLMParams
  56. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  57. def getFoldCol(): String
    Definition Classes
    H2OCommonParams
  58. def getGradientEpsilon(): Double
    Definition Classes
    H2OGLMParams
  59. def getH2ODoc(fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  60. def getInteractionPairs(): Array[(String, String)]
    Definition Classes
    H2OGLMParams
  61. def getInteractions(): Array[String]
    Definition Classes
    H2OGLMParams
  62. def getIntercept(): Boolean
    Definition Classes
    H2OGLMParams
  63. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  64. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  65. def getLabelCol(): String
    Definition Classes
    H2OCommonSupervisedParams
  66. def getLambdaMinRatio(): Double
    Definition Classes
    H2OGLMParams
  67. def getLambdaSearch(): Boolean
    Definition Classes
    H2OGLMParams
  68. def getLambdaValue(): Array[Double]
    Definition Classes
    H2OGLMParams
  69. def getLink(): String
    Definition Classes
    H2OGLMParams
  70. def getMaxIterations(): Int
    Definition Classes
    H2OGLMParams
  71. def getMissingValuesHandling(): String
    Definition Classes
    H2OGLMParams
  72. def getModelId(): String
    Definition Classes
    H2OAlgoCommonParams
  73. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  74. def getNfolds(): Int
    Definition Classes
    H2OCommonParams
  75. def getNlambdas(): Int
    Definition Classes
    H2OGLMParams
  76. def getNonNegative(): Boolean
    Definition Classes
    H2OGLMParams
  77. def getObjReg(): Double
    Definition Classes
    H2OGLMParams
  78. def getObjectiveEpsilon(): Double
    Definition Classes
    H2OGLMParams
  79. def getOffsetCol(): String
    Definition Classes
    H2OSupervisedMOJOParams
  80. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  81. def getParallelizeCrossValidation(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  82. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  83. def getPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  84. def getPrior(): Double
    Definition Classes
    H2OGLMParams
  85. def getRemoveCollinearCols(): Boolean
    Definition Classes
    H2OGLMParams
  86. def getSeed(): Long
    Definition Classes
    H2OCommonParams
  87. def getSolver(): String
    Definition Classes
    H2OGLMParams
  88. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  89. def getStandardize(): Boolean
    Definition Classes
    H2OGLMParams
  90. def getTweedieLinkPower(): Double
    Definition Classes
    H2OGLMParams
  91. def getTweedieVariancePower(): Double
    Definition Classes
    H2OGLMParams
  92. def getWeightCol(): String
    Definition Classes
    H2OCommonParams
  93. def getWithContributions(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  94. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  95. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  96. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  97. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  98. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  99. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  100. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  101. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  102. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  103. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  104. def intParam(name: String, doc: Option[String] = None): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  105. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  106. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  107. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  108. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  109. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  110. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  111. final val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams
  112. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  113. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  114. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  115. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  116. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  117. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  118. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  119. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  120. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  121. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  122. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  123. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  124. def longParam(name: String, doc: Option[String] = None): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  125. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  126. final val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams
  127. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  128. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  129. final val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  130. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  131. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  132. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  133. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  134. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  135. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  136. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  137. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  138. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  139. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  140. def param[T](name: String, doc: Option[String] = None): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  141. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  142. def paramTag: ClassTag[GLMParameters]
    Attributes
    protected
    Definition Classes
    H2OGLMParams → H2OAlgoParamsHelper
  143. val parameters: GLMParameters
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  144. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  145. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  146. def prepareDatasetForFitting(dataset: Dataset[_]): (H2OFrame, Option[H2OFrame])
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  147. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit
    Attributes
    protected
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm
  148. 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
  149. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean): InputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  150. 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
  151. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  152. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  153. def schemaTag: ClassTag[H2O_SCHEMA]
    Attributes
    protected
    Definition Classes
    H2OGLMParams → H2OAlgoParamsHelper
  154. final val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  155. final def set(paramPair: ParamPair[_]): H2OGLM.this.type
    Attributes
    protected
    Definition Classes
    Params
  156. final def set(param: String, value: Any): H2OGLM.this.type
    Attributes
    protected
    Definition Classes
    Params
  157. final def set[T](param: Param[T], value: T): H2OGLM.this.type
    Definition Classes
    Params
  158. def setAllStringColumnsToCategorical(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  159. def setAlphaValue(value: Array[Double]): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  160. def setBetaEpsilon(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  161. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  162. def setColumnsToCategorical(columns: Array[String]): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  163. def setColumnsToCategorical(first: String, others: String*): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  164. def setComputePValues(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  165. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  166. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  167. final def setDefault(paramPairs: ParamPair[_]*): H2OGLM.this.type
    Attributes
    protected
    Definition Classes
    Params
  168. final def setDefault[T](param: Param[T], value: T): H2OGLM.this.type
    Attributes
    protected
    Definition Classes
    Params
  169. def setDetailedPredictionCol(columnName: String): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  170. def setDistribution(value: String): H2OGLM.this.type
    Definition Classes
    H2OAlgoCommonParams
  171. def setEarlyStopping(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  172. def setFamily(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  173. def setFeaturesCol(first: String): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  174. def setFeaturesCols(columnNames: ArrayList[String]): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  175. def setFeaturesCols(columnNames: Array[String]): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  176. def setFeaturesCols(first: String, others: String*): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  177. def setFoldCol(columnName: String): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  178. def setGradientEpsilon(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  179. def setInteractionPairs(value: Array[(String, String)]): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  180. def setInteractions(value: Array[String]): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  181. def setIntercept(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  182. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OAlgoCommonParams
  183. def setKeepCrossValidationPredictions(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OAlgoCommonParams
  184. def setLabelCol(columnName: String): H2OGLM.this.type
    Definition Classes
    H2OCommonSupervisedParams
  185. def setLambdaMinRatio(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  186. def setLambdaSearch(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  187. def setLambdaValue(value: Array[Double]): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  188. def setLink(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  189. def setMaxIterations(value: Int): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  190. def setMissingValuesHandling(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  191. def setModelId(id: String): H2OGLM.this.type
    Definition Classes
    H2OAlgoCommonParams
  192. def setNamedMojoOutputColumns(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  193. def setNfolds(value: Int): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  194. def setNlambdas(value: Int): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  195. def setNonNegative(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  196. def setObjReg(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  197. def setObjectiveEpsilon(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  198. def setOffsetCol(columnName: String): H2OGLM.this.type
    Definition Classes
    H2OCommonSupervisedParams
  199. def setParallelizeCrossValidation(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OAlgoCommonParams
  200. def setPredictionCol(columnName: String): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  201. def setPrior(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  202. def setRemoveCollinearCols(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  203. def setSeed(value: Long): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  204. def setSolver(value: String): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  205. def setSplitRatio(ratio: Double): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  206. def setStandardize(value: Boolean): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  207. def setTweedieLinkPower(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  208. def setTweedieVariancePower(value: Double): H2OGLM.this.type
    Definition Classes
    H2OGLMParams
  209. def setWeightCol(columnName: String): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  210. def setWithContributions(enabled: Boolean): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  211. def setWithDetailedPredictionCol(enabled: Boolean): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$6 , x$5 )
  212. def setWithLeafNodeAssignments(enabled: Boolean): H2OGLM.this.type
    Definition Classes
    H2OCommonParams
  213. final val splitRatio: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  214. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  215. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  216. def stringParam(name: String, doc: Option[String] = None): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  217. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  218. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  219. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  220. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  221. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  222. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  223. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  224. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  225. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  226. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  227. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  228. val uid: String
    Definition Classes
    H2OGLM → Identifiable
  229. 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
  230. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  231. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  232. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  233. final val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  234. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  235. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  236. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  237. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable

Deprecated Value Members

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

    (Since version )

Inherited from H2OGLMParams

Inherited from H2OSupervisedAlgorithm[GLMParameters]

Inherited from H2OAlgoSupervisedParams[GLMParameters]

Inherited from H2OCommonSupervisedParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OAlgorithm[GLMParameters]

Inherited from H2OAlgoCommonParams[GLMParameters]

Inherited from H2OCommonParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from H2OAlgoParamsHelper[GLMParameters]

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