Class/Object

org.apache.spark.ml.h2o.algos

H2OGLM

Related Docs: object H2OGLM | package algos

Permalink

class H2OGLM extends H2OAlgorithm[GLMParameters, H2OMOJOModel] with H2OGLMParams

H2O GLM algorithm exposed via Spark ML pipelines.

Linear Supertypes
H2OGLMParams, H2OAlgorithm[GLMParameters, H2OMOJOModel], H2OAlgoParams[GLMParameters], DeprecatableParams, H2OAlgoParamsHelper[GLMParameters], MLWritable, Estimator[H2OMOJOModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGLM
  2. H2OGLMParams
  3. H2OAlgorithm
  4. H2OAlgoParams
  5. DeprecatableParams
  6. H2OAlgoParamsHelper
  7. MLWritable
  8. Estimator
  9. PipelineStage
  10. Logging
  11. Params
  12. Serializable
  13. Serializable
  14. Identifiable
  15. AnyRef
  16. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGLM(parameters: GLMParameters, uid: String)(implicit h2oContext: H2OContext, sqlContext: SQLContext)

    Permalink
  2. new H2OGLM(parameters: GLMParameters)(implicit h2oContext: H2OContext, sqlContext: SQLContext)

    Permalink
  3. new H2OGLM(uid: String, hc: H2OContext, sqlContext: SQLContext)

    Permalink
  4. new H2OGLM()(implicit h2oContext: H2OContext, sqlContext: SQLContext)

    Permalink
  5. new H2OGLM(parameters: Option[GLMParameters], uid: String)(implicit h2oContext: H2OContext, sqlContext: SQLContext)

    Permalink

Type Members

  1. type H2O_SCHEMA = GLMParametersV3

    Permalink
    Definition Classes
    H2OGLMParamsH2OAlgoParamsHelper

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  5. def H2ODistributionParam(name: String): H2ODistributionParam

    Permalink
    Definition Classes
    H2OAlgoParams
  6. final val allStringColumnsToCategorical: BooleanParam

    Permalink
    Definition Classes
    H2OAlgoParams
  7. final val alpha: NullableDoubleArrayParam

    Permalink
    Definition Classes
    H2OGLMParams
  8. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any
  9. final val betaEpsilon: DoubleParam

    Permalink
    Definition Classes
    H2OGLMParams
  10. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  11. def booleanParam(name: String, doc: String): BooleanParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  12. final def clear(param: Param[_]): H2OGLM.this.type

    Permalink
    Definition Classes
    Params
  13. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  14. final val columnsToCategorical: StringArrayParam

    Permalink
    Definition Classes
    H2OAlgoParams
  15. final val computePValues: BooleanParam

    Permalink
    Definition Classes
    H2OGLMParams
  16. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Definition Classes
    H2OAlgoParams
  17. def copy(extra: ParamMap): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params
  18. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  19. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  20. def defaultFileName: String

    Permalink
    Definition Classes
    H2OGLMH2OAlgorithm
  21. final val distribution: H2ODistributionParam

    Permalink
    Definition Classes
    H2OAlgoParams
  22. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  23. def doubleArrayParam(name: String, doc: String): DoubleArrayParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  24. def doubleParam(name: String, doc: Option[String] = None): DoubleParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  25. def doubleParam(name: String, doc: String): DoubleParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  26. final val earlyStopping: BooleanParam

    Permalink
    Definition Classes
    H2OGLMParams
  27. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  28. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  29. final val exactLambdas: BooleanParam

    Permalink
    Definition Classes
    H2OGLMParams
  30. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params
  31. def explainParams(): String

    Permalink
    Definition Classes
    Params
  32. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params
  33. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params
  34. final val family: H2OGLMFamilyParam

    Permalink
    Definition Classes
    H2OGLMParams
  35. final val featuresCols: StringArrayParam

    Permalink
    Definition Classes
    H2OAlgoParams
  36. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  37. def fit(dataset: Dataset[_]): H2OMOJOModel

    Permalink
    Definition Classes
    H2OAlgorithm → Estimator
  38. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[H2OMOJOModel]

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  39. def fit(dataset: Dataset[_], paramMap: ParamMap): H2OMOJOModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  40. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): H2OMOJOModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  41. def floatParam(name: String, doc: Option[String] = None): FloatParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  42. def floatParam(name: String, doc: String): FloatParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  43. final val foldCol: NullableStringParam

    Permalink
    Definition Classes
    H2OAlgoParams
  44. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params
  45. def getAllStringColumnsToCategorical(): Boolean

    Permalink
    Definition Classes
    H2OAlgoParams
  46. def getAlpha(): Array[Double]

    Permalink

    Definition Classes
    H2OGLMParams
  47. def getBetaEpsilon(): Double

    Permalink

    Definition Classes
    H2OGLMParams
  48. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any
  49. def getColumnsToCategorical(): Array[String]

    Permalink
    Definition Classes
    H2OAlgoParams
  50. def getComputePValues(): Boolean

    Permalink

    Definition Classes
    H2OGLMParams
  51. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OAlgoParams
  52. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params
  53. def getDistribution(): DistributionFamily

    Permalink
    Definition Classes
    H2OAlgoParams
  54. def getDoc(doc: Option[String], fieldName: String): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  55. def getEarlyStopping(): Boolean

    Permalink

    Definition Classes
    H2OGLMParams
  56. def getExactLambdas(): Boolean

    Permalink

    Definition Classes
    H2OGLMParams
  57. def getFamily(): Family

    Permalink

    Definition Classes
    H2OGLMParams
  58. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OAlgoParams
  59. def getFoldCol(): String

    Permalink
    Definition Classes
    H2OAlgoParams
  60. def getGradientEpsilon(): Double

    Permalink

    Definition Classes
    H2OGLMParams
  61. def getH2ODoc(fieldName: String): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  62. def getInteractionPairs(): Array[(String, String)]

    Permalink

    Definition Classes
    H2OGLMParams
  63. def getInteractions(): Array[String]

    Permalink

    Definition Classes
    H2OGLMParams
  64. def getIntercept(): Boolean

    Permalink

    Definition Classes
    H2OGLMParams
  65. def getKeepCrossValidationFoldAssignment(): Boolean

    Permalink
    Definition Classes
    H2OAlgoParams
  66. def getKeepCrossValidationPredictions(): Boolean

    Permalink
    Definition Classes
    H2OAlgoParams
  67. def getLabelCol(): String

    Permalink
    Definition Classes
    H2OAlgoParams
  68. def getLambda(): Array[Double]

    Permalink

    Definition Classes
    H2OGLMParams
  69. def getLambdaMinRatio(): Double

    Permalink

    Definition Classes
    H2OGLMParams
  70. def getLambdaSearch(): Boolean

    Permalink

    Definition Classes
    H2OGLMParams
  71. def getLink(): Link

    Permalink

    Definition Classes
    H2OGLMParams
  72. def getMaxIterations(): Int

    Permalink

    Definition Classes
    H2OGLMParams
  73. def getMissingValuesHandling(): MissingValuesHandling

    Permalink

    Definition Classes
    H2OGLMParams
  74. def getNfolds(): Int

    Permalink
    Definition Classes
    H2OAlgoParams
  75. def getNlambdas(): Int

    Permalink

    Definition Classes
    H2OGLMParams
  76. def getNonNegative(): Boolean

    Permalink

    Definition Classes
    H2OGLMParams
  77. def getObjReg(): Double

    Permalink

    Definition Classes
    H2OGLMParams
  78. def getObjectiveEpsilon(): Double

    Permalink

    Definition Classes
    H2OGLMParams
  79. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params
  80. def getParallelizeCrossValidation(): Boolean

    Permalink
    Definition Classes
    H2OAlgoParams
  81. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    DeprecatableParams → Params
  82. def getParams: GLMParameters

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  83. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OAlgoParams
    Annotations
    @DeprecatedMethod( "getLabelCol" )
  84. def getPrior(): Double

    Permalink

    Definition Classes
    H2OGLMParams
  85. def getRemoveCollinearCols(): Boolean

    Permalink

    Definition Classes
    H2OGLMParams
  86. def getSeed(): Long

    Permalink
    Definition Classes
    H2OAlgoParams
  87. def getSolver(): Solver

    Permalink

    Definition Classes
    H2OGLMParams
  88. def getStandardize(): Boolean

    Permalink

    Definition Classes
    H2OGLMParams
  89. def getTrainRatio(): Double

    Permalink
    Definition Classes
    H2OAlgoParams
  90. def getTweedieLinkPower(): Double

    Permalink

    Definition Classes
    H2OGLMParams
  91. def getTweedieVariancePower(): Double

    Permalink

    Definition Classes
    H2OGLMParams
  92. def getWeightCol(): String

    Permalink
    Definition Classes
    H2OAlgoParams
  93. final val gradientEpsilon: DoubleParam

    Permalink
    Definition Classes
    H2OGLMParams
  94. final def hasDefault[T](param: Param[T]): Boolean

    Permalink
    Definition Classes
    Params
  95. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    DeprecatableParams → Params
  96. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  97. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  98. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  99. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  100. def intArrayParam(name: String, doc: String): IntArrayParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  101. def intParam(name: String, doc: Option[String] = None): IntParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  102. def intParam(name: String, doc: String): IntParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  103. final val interactionPairs: H2OGLMStringPairArrayParam

    Permalink
    Definition Classes
    H2OGLMParams
  104. final val interactions: NullableStringArrayParam

    Permalink
    Definition Classes
    H2OGLMParams
  105. final val intercept: BooleanParam

    Permalink
    Definition Classes
    H2OGLMParams
  106. final def isDefined(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params
  107. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any
  108. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params
  109. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  110. final val keepCrossValidationFoldAssignment: BooleanParam

    Permalink
    Definition Classes
    H2OAlgoParams
  111. final val keepCrossValidationPredictions: BooleanParam

    Permalink
    Definition Classes
    H2OAlgoParams
  112. final val labelCol: Param[String]

    Permalink
    Definition Classes
    H2OAlgoParams
  113. final val lambdaMinRatio: DoubleParam

    Permalink
    Definition Classes
    H2OGLMParams
  114. final val lambdaSearch: BooleanParam

    Permalink
    Definition Classes
    H2OGLMParams
  115. final val lambda_: NullableDoubleArrayParam

    Permalink
    Definition Classes
    H2OGLMParams
  116. final val link: H2OGLMLinkParam

    Permalink
    Definition Classes
    H2OGLMParams
  117. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  118. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  119. def logDebug(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  120. def logError(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  121. def logError(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  122. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  123. def logInfo(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  124. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  125. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  126. def logTrace(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  127. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  128. def logWarning(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging
  129. def longParam(name: String, doc: Option[String] = None): LongParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  130. def longParam(name: String, doc: String): LongParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  131. final val maxIterations: IntParam

    Permalink
    Definition Classes
    H2OGLMParams
  132. final val missingValuesHandling: H2OGLMMissingValuesHandlingParam

    Permalink
    Definition Classes
    H2OGLMParams
  133. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  134. final val nfolds: IntParam

    Permalink
    Definition Classes
    H2OAlgoParams
  135. final val nlambdas: IntParam

    Permalink
    Definition Classes
    H2OGLMParams
  136. final val nonNegative: BooleanParam

    Permalink
    Definition Classes
    H2OGLMParams
  137. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef
  138. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef
  139. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  140. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  141. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  142. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  143. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  144. def nullableStringParam(name: String, doc: String): NullableStringParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  145. final val objReg: DoubleParam

    Permalink
    Definition Classes
    H2OGLMParams
  146. final val objectiveEpsilon: DoubleParam

    Permalink
    Definition Classes
    H2OGLMParams
  147. final val parallelizeCrossValidation: BooleanParam

    Permalink
    Definition Classes
    H2OAlgoParams
  148. def param[T](name: String, doc: Option[String] = None): Param[T]

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  149. def param[T](name: String, doc: String): Param[T]

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  150. def paramTag: ClassTag[GLMParameters]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParamsH2OAlgoParamsHelper
  151. var parameters: GLMParameters

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  152. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params
  153. final val prior: DoubleParam

    Permalink
    Definition Classes
    H2OGLMParams
  154. final val ratio: DoubleParam

    Permalink
    Definition Classes
    H2OAlgoParams
  155. final val removeCollinearCols: BooleanParam

    Permalink
    Definition Classes
    H2OGLMParams
  156. def renamingMap: Map[String, String]

    Permalink

    When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

    When a parameter is renamed, the mapping 'old name' -> 'new name' should be added into this map.

    Attributes
    protected
    Definition Classes
    H2OAlgoParamsDeprecatableParams
  157. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  158. def schemaTag: ClassTag[H2O_SCHEMA]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OGLMParamsH2OAlgoParamsHelper
  159. final val seed: LongParam

    Permalink
    Definition Classes
    H2OAlgoParams
  160. final def set(paramPair: ParamPair[_]): H2OGLM.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  161. final def set(param: String, value: Any): H2OGLM.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  162. final def set[T](param: Param[T], value: T): H2OGLM.this.type

    Permalink
    Definition Classes
    Params
  163. def setAllStringColumnsToCategorical(transform: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
  164. def setAlpha(value: Array[Double]): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  165. def setBetaEpsilon(value: Double): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  166. def setColumnsToCategorical(columns: Array[String]): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
  167. def setColumnsToCategorical(first: String, others: String*): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
  168. def setComputePValues(value: Boolean): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  169. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
  170. final def setDefault(paramPairs: ParamPair[_]*): H2OGLM.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  171. final def setDefault[T](param: Param[T], value: T): H2OGLM.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params
  172. def setDistribution(value: DistributionFamily): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
  173. def setEarlyStopping(value: Boolean): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  174. def setExactLambdas(value: Boolean): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  175. def setFamily(value: Family): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  176. def setFeaturesCol(first: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
  177. def setFeaturesCols(cols: Array[String]): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
  178. def setFeaturesCols(first: String, others: String*): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
  179. def setFoldCol(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
  180. def setGradientEpsilon(value: Double): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  181. def setInteractionPairs(value: Array[(String, String)]): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  182. def setInteractions(value: Array[String]): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  183. def setIntercept(value: Boolean): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  184. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
  185. def setKeepCrossValidationPredictions(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
  186. def setLabelCol(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
  187. def setLambda(value: Array[Double]): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  188. def setLambdaMinRatio(value: Double): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  189. def setLambdaSearch(value: Boolean): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  190. def setLink(value: Link): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  191. def setMaxIterations(value: Int): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  192. def setMissingValuesHandling(value: MissingValuesHandling): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  193. def setNfolds(value: Int): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
  194. def setNlambdas(value: Int): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  195. def setNonNegative(value: Boolean): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  196. def setObjReg(value: Double): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  197. def setObjectiveEpsilon(value: Double): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  198. def setParallelizeCrossValidation(value: Boolean): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
  199. def setParams(params: GLMParameters): Unit

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  200. def setPredictionCol(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
    Annotations
    @DeprecatedMethod( "setLabelCol" )
  201. def setPrior(value: Double): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  202. def setRemoveCollinearCols(value: Boolean): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  203. def setSeed(value: Long): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
  204. def setSolver(value: Solver): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  205. def setStandardize(value: Boolean): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  206. def setTrainRatio(value: Double): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
  207. def setTweedieLinkPower(value: Double): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  208. def setTweedieVariancePower(value: Double): H2OGLM.this.type

    Permalink

    Definition Classes
    H2OGLMParams
  209. def setWeightCol(value: String): H2OGLM.this.type

    Permalink
    Definition Classes
    H2OAlgoParams
  210. final val solver: H2OGLMSolverParam

    Permalink
    Definition Classes
    H2OGLMParams
  211. final val standardize: BooleanParam

    Permalink
    Definition Classes
    H2OGLMParams
  212. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  213. def stringArrayParam(name: String, doc: String): StringArrayParam

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  214. def stringParam(name: String, doc: Option[String] = None): Param[String]

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  215. def stringParam(name: String, doc: String): Param[String]

    Permalink
    Definition Classes
    H2OAlgoParamsHelper
  216. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef
  217. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any
  218. def trainModel(params: GLMParameters): H2OMOJOModel

    Permalink
    Definition Classes
    H2OGLMH2OAlgorithm
  219. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    H2OAlgorithm → PipelineStage
    Annotations
    @DeveloperApi()
  220. def transformSchema(schema: StructType, logging: Boolean): StructType

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  221. final val tweedieLinkPower: DoubleParam

    Permalink
    Definition Classes
    H2OGLMParams
  222. final val tweedieVariancePower: DoubleParam

    Permalink
    Definition Classes
    H2OGLMParams
  223. val uid: String

    Permalink
    Definition Classes
    H2OGLM → Identifiable
  224. def updateH2OParams(): Unit

    Permalink

    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Update H2O params based on provided parameters to Spark Transformer/Estimator

    Definition Classes
    H2OGLMParamsH2OAlgoParams
  225. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  226. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  227. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  228. final val weightCol: NullableStringParam

    Permalink
    Definition Classes
    H2OAlgoParams
  229. def write: MLWriter

    Permalink
    Definition Classes
    H2OAlgorithm → MLWritable
    Annotations
    @Since( "1.6.0" )

Inherited from H2OGLMParams

Inherited from H2OAlgorithm[GLMParameters, H2OMOJOModel]

Inherited from H2OAlgoParams[GLMParameters]

Inherited from DeprecatableParams

Inherited from H2OAlgoParamsHelper[GLMParameters]

Inherited from MLWritable

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

getParam

setParam

Ungrouped