Class/Object

ai.h2o.sparkling.ml.algos

H2OGLM

Related Docs: object H2OGLM | package algos

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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
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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
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OGLM()

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  2. new H2OGLM(uid: String)

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Type Members

  1. type H2O_SCHEMA = GLMParametersV3

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    Definition Classes
    H2OGLMParams → H2OAlgoParamsHelper

Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def booleanParam(name: String, doc: Option[String] = None): BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  8. def checkResponseCode(connection: HttpURLConnection): Unit

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    Definition Classes
    RestCommunication

  9. final def clear(param: Param[_]): H2OGLM.this.type

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    Definition Classes
    Params

  10. def clone(): AnyRef

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

  11. final val columnsToCategorical: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  12. final val convertInvalidNumbersToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  13. final val convertUnknownCategoricalLevelsToNa: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  14. def copy(extra: ParamMap): H2OGLM.this.type

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    Definition Classes
    H2OAlgorithm → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    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

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    Definition Classes
    RestCommunication

  18. final val detailedPredictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  19. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  21. def doubleParam(name: String, doc: Option[String] = None): DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    AnyRef

  26. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  28. def explainParams(): String

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    Definition Classes
    Params

  29. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  31. final val featuresCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  32. def finalize(): Unit

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

  33. def fit(dataset: Dataset[_]): H2OSupervisedMOJOModel

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    Definition Classes
    H2OSupervisedAlgorithm → H2OAlgorithm → Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

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

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

  37. def floatParam(name: String, doc: Option[String] = None): FloatParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  39. final val foldCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    Params

  41. def getAllStringColumnsToCategorical(): Boolean

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

  42. def getAlphaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams

  43. def getBetaEpsilon(): Double

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    AnyRef → Any

  45. def getColumnsToCategorical(): Array[String]

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    Definition Classes
    H2OCommonParams

  46. def getComputePValues(): Boolean

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    Definition Classes
    H2OGLMParams

  47. def getConvertInvalidNumbersToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  48. def getConvertUnknownCategoricalLevelsToNa(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  50. def getDetailedPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  51. def getDistribution(): String

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    Definition Classes
    H2OAlgoCommonParams

  52. def getDoc(doc: Option[String], fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  53. def getEarlyStopping(): Boolean

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    Definition Classes
    H2OGLMParams

  54. def getExcludedCols(): Seq[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams

  55. def getFamily(): String

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    Definition Classes
    H2OGLMParams

  56. def getFeaturesCols(): Array[String]

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    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  57. def getFoldCol(): String

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    Definition Classes
    H2OCommonParams

  58. def getGradientEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  59. def getH2ODoc(fieldName: String): String

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    H2OGLMParams

  61. def getInteractions(): Array[String]

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    Definition Classes
    H2OGLMParams

  62. def getIntercept(): Boolean

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    Definition Classes
    H2OGLMParams

  63. def getKeepCrossValidationFoldAssignment(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  64. def getKeepCrossValidationPredictions(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

  65. def getLabelCol(): String

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    Definition Classes
    H2OCommonSupervisedParams

  66. def getLambdaMinRatio(): Double

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    Definition Classes
    H2OGLMParams

  67. def getLambdaSearch(): Boolean

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    Definition Classes
    H2OGLMParams

  68. def getLambdaValue(): Array[Double]

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    Definition Classes
    H2OGLMParams

  69. def getLink(): String

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    Definition Classes
    H2OGLMParams

  70. def getMaxIterations(): Int

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    Definition Classes
    H2OGLMParams

  71. def getMissingValuesHandling(): String

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    Definition Classes
    H2OGLMParams

  72. def getModelId(): String

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    Definition Classes
    H2OAlgoCommonParams

  73. def getNamedMojoOutputColumns(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  74. def getNfolds(): Int

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    Definition Classes
    H2OCommonParams

  75. def getNlambdas(): Int

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    Definition Classes
    H2OGLMParams

  76. def getNonNegative(): Boolean

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    Definition Classes
    H2OGLMParams

  77. def getObjReg(): Double

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    Definition Classes
    H2OGLMParams

  78. def getObjectiveEpsilon(): Double

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    Definition Classes
    H2OGLMParams

  79. def getOffsetCol(): String

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    Definition Classes
    H2OSupervisedMOJOParams

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

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    Definition Classes
    Params

  81. def getParallelizeCrossValidation(): Boolean

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    Definition Classes
    H2OAlgoCommonParams

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

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    Definition Classes
    Params

  83. def getPredictionCol(): String

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    Definition Classes
    H2OMOJOAlgoSharedParams

  84. def getPrior(): Double

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    Definition Classes
    H2OGLMParams

  85. def getRemoveCollinearCols(): Boolean

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    Definition Classes
    H2OGLMParams

  86. def getSeed(): Long

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    Definition Classes
    H2OCommonParams

  87. def getSolver(): String

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    Definition Classes
    H2OGLMParams

  88. def getSplitRatio(): Double

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    Definition Classes
    H2OCommonParams

  89. def getStandardize(): Boolean

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    Definition Classes
    H2OGLMParams

  90. def getTweedieLinkPower(): Double

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    Definition Classes
    H2OGLMParams

  91. def getTweedieVariancePower(): Double

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    Definition Classes
    H2OGLMParams

  92. def getWeightCol(): String

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    Definition Classes
    H2OCommonParams

  93. def getWithContributions(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

  94. def getWithDetailedPredictionCol(): Boolean

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    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    Params

  96. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  97. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  99. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    RestCommunication

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

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    Definition Classes
    RestCommunication

  102. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  104. def intParam(name: String, doc: Option[String] = None): IntParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  107. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  108. def isPrimitiveType(value: Any): Boolean

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    Params

  110. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  111. final val labelCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams

  112. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  119. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  124. def longParam(name: String, doc: Option[String] = None): LongParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  126. final val modelId: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams

  127. final val namedMojoOutputColumns: Param[Boolean]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

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

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    Definition Classes
    AnyRef

  129. final val nfolds: IntParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  130. final def notify(): Unit

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    Definition Classes
    AnyRef

  131. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  132. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

  134. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  136. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  138. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam

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    Attributes
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    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  140. def param[T](name: String, doc: Option[String] = None): Param[T]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  142. def paramTag: ClassTag[GLMParameters]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams → H2OAlgoParamsHelper

  143. var parameters: GLMParameters

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Definition Classes
    Params

  145. final val predictionCol: Param[String]

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  146. def prepareDatasetForFitting(dataset: Dataset[_]): (H2OFrame, Option[H2OFrame], Array[String])

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    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils

  147. def prepareH2OTrainFrameForFitting(trainFrame: H2OFrame): Unit

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    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

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    Definition Classes
    RestCommunication

  149. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean): InputStream

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    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

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    Definition Classes
    RestCommunication

  151. def sanitize(colName: String): String

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    Definition Classes
    H2OAlgoCommonUtils

  152. def save(path: String): Unit

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

  153. def schemaTag: ClassTag[H2O_SCHEMA]

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    Attributes
    protected
    Definition Classes
    H2OGLMParams → H2OAlgoParamsHelper

  154. final val seed: LongParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  155. final def set(paramPair: ParamPair[_]): H2OGLM.this.type

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    Attributes
    protected
    Definition Classes
    Params

  156. final def set(param: String, value: Any): H2OGLM.this.type

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    Attributes
    protected
    Definition Classes
    Params

  157. final def set[T](param: Param[T], value: T): H2OGLM.this.type

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    Definition Classes
    Params

  158. def setAllStringColumnsToCategorical(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )

  159. def setAlphaValue(value: Array[Double]): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  160. def setBetaEpsilon(value: Double): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  161. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  162. def setColumnsToCategorical(columns: Array[String]): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  163. def setColumnsToCategorical(first: String, others: String*): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  164. def setComputePValues(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  165. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  166. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  167. final def setDefault(paramPairs: ParamPair[_]*): H2OGLM.this.type

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    Attributes
    protected
    Definition Classes
    Params

  168. final def setDefault[T](param: Param[T], value: T): H2OGLM.this.type

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    Attributes
    protected
    Definition Classes
    Params

  169. def setDetailedPredictionCol(columnName: String): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  170. def setDistribution(value: String): H2OGLM.this.type

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    Definition Classes
    H2OAlgoCommonParams

  171. def setEarlyStopping(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  172. def setFamily(value: String): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  173. def setFeaturesCol(first: String): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  174. def setFeaturesCols(columnNames: ArrayList[String]): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  175. def setFeaturesCols(columnNames: Array[String]): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  176. def setFeaturesCols(first: String, others: String*): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  177. def setFoldCol(columnName: String): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  178. def setGradientEpsilon(value: Double): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  179. def setInteractionPairs(value: Array[(String, String)]): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  180. def setInteractions(value: Array[String]): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  181. def setIntercept(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  182. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OAlgoCommonParams

  183. def setKeepCrossValidationPredictions(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OAlgoCommonParams

  184. def setLabelCol(columnName: String): H2OGLM.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  185. def setLambdaMinRatio(value: Double): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  186. def setLambdaSearch(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  187. def setLambdaValue(value: Array[Double]): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  188. def setLink(value: String): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  189. def setMaxIterations(value: Int): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  190. def setMissingValuesHandling(value: String): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  191. def setModelId(id: String): H2OGLM.this.type

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    Definition Classes
    H2OAlgoCommonParams

  192. def setNamedMojoOutputColumns(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

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

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    Definition Classes
    H2OCommonParams

  194. def setNlambdas(value: Int): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

  198. def setOffsetCol(columnName: String): H2OGLM.this.type

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    Definition Classes
    H2OCommonSupervisedParams

  199. def setParallelizeCrossValidation(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OAlgoCommonParams

  200. def setPredictionCol(columnName: String): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  201. def setPrior(value: Double): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OCommonParams

  204. def setSolver(value: String): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  205. def setSplitRatio(ratio: Double): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  206. def setStandardize(value: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

  207. def setTweedieLinkPower(value: Double): H2OGLM.this.type

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    Definition Classes
    H2OGLMParams

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

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    Definition Classes
    H2OGLMParams

  209. def setWeightCol(columnName: String): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  210. def setWithContributions(enabled: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  211. def setWithDetailedPredictionCol(enabled: Boolean): H2OGLM.this.type

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    Definition Classes
    H2OCommonParams

  212. final val splitRatio: DoubleParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  213. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  215. def stringParam(name: String, doc: Option[String] = None): Param[String]

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

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

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    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper

  217. def stringify(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  221. def stringifyPrimitiveParam(value: Any): String

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    Attributes
    protected
    Definition Classes
    RestEncodingUtils

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

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    Definition Classes
    AnyRef

  223. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  225. def transformSchema(schema: StructType): StructType

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

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  227. val uid: String

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    Definition Classes
    H2OGLM → Identifiable

  228. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

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    Definition Classes
    RestCommunication

  229. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  232. final val weightCol: NullableStringParam

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    Attributes
    protected
    Definition Classes
    H2OCommonParams

  233. final val withContributions: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  234. final val withDetailedPredictionCol: BooleanParam

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    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  235. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

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