t

ai.h2o.sparkling.ml.params

H2OGLMParams

trait H2OGLMParams extends H2OAlgoSupervisedParams[GLMParameters]

Linear Supertypes
H2OAlgoSupervisedParams[GLMParameters], H2OAlgoCommonParams[GLMParameters], H2OCommonSupervisedParams, H2OCommonParams, H2OSupervisedMOJOParams, H2OMOJOAlgoSharedParams, Logging, Logging, H2OAlgoParamsHelper[GLMParameters], Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGLM
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGLMParams
  2. H2OAlgoSupervisedParams
  3. H2OAlgoCommonParams
  4. H2OCommonSupervisedParams
  5. H2OCommonParams
  6. H2OSupervisedMOJOParams
  7. H2OMOJOAlgoSharedParams
  8. Logging
  9. Logging
  10. H2OAlgoParamsHelper
  11. Params
  12. Serializable
  13. Serializable
  14. Identifiable
  15. AnyRef
  16. Any
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Visibility
  1. Public
  2. All

Type Members

  1. type H2O_SCHEMA = GLMParametersV3
    Definition Classes
    H2OGLMParams → H2OAlgoParamsHelper

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. def booleanParam(name: String, doc: Option[String] = None): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  7. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  8. final def clear(param: Param[_]): H2OGLMParams.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. final val columnsToCategorical: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  11. final val convertInvalidNumbersToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  12. final val convertUnknownCategoricalLevelsToNa: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. final val detailedPredictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  16. def doubleArrayParam(name: String, doc: Option[String] = None): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  17. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  18. def doubleParam(name: String, doc: Option[String] = None): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  19. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  20. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  21. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  22. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  23. def explainParams(): String
    Definition Classes
    Params
  24. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  25. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  26. final val featuresCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  27. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  28. def floatParam(name: String, doc: Option[String] = None): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  29. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  30. final val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  31. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  32. def getAllStringColumnsToCategorical(): Boolean
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )
  33. def getAlphaValue(): Array[Double]
  34. def getBetaEpsilon(): Double
  35. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  36. def getColumnsToCategorical(): Array[String]
    Definition Classes
    H2OCommonParams
  37. def getComputePValues(): Boolean
  38. def getConvertInvalidNumbersToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  39. def getConvertUnknownCategoricalLevelsToNa(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  40. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  41. def getDetailedPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  42. def getDistribution(): String
    Definition Classes
    H2OAlgoCommonParams
  43. def getDoc(doc: Option[String], fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  44. def getEarlyStopping(): Boolean
  45. def getExcludedCols(): Seq[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams → H2OCommonParams
  46. def getFamily(): String
  47. def getFeaturesCols(): Array[String]
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams
  48. def getFoldCol(): String
    Definition Classes
    H2OCommonParams
  49. def getGradientEpsilon(): Double
  50. def getH2ODoc(fieldName: String): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  51. def getInteractionPairs(): Array[(String, String)]
  52. def getInteractions(): Array[String]
  53. def getIntercept(): Boolean
  54. def getKeepCrossValidationFoldAssignment(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  55. def getKeepCrossValidationPredictions(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  56. def getLabelCol(): String
    Definition Classes
    H2OCommonSupervisedParams
  57. def getLambdaMinRatio(): Double
  58. def getLambdaSearch(): Boolean
  59. def getLambdaValue(): Array[Double]
  60. def getLink(): String
  61. def getMaxIterations(): Int
  62. def getMissingValuesHandling(): String
  63. def getModelId(): String
    Definition Classes
    H2OAlgoCommonParams
  64. def getNamedMojoOutputColumns(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  65. def getNfolds(): Int
    Definition Classes
    H2OCommonParams
  66. def getNlambdas(): Int
  67. def getNonNegative(): Boolean
  68. def getObjReg(): Double
  69. def getObjectiveEpsilon(): Double
  70. def getOffsetCol(): String
    Definition Classes
    H2OSupervisedMOJOParams
  71. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  72. def getParallelizeCrossValidation(): Boolean
    Definition Classes
    H2OAlgoCommonParams
  73. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  74. def getPredictionCol(): String
    Definition Classes
    H2OMOJOAlgoSharedParams
  75. def getPrior(): Double
  76. def getRemoveCollinearCols(): Boolean
  77. def getSeed(): Long
    Definition Classes
    H2OCommonParams
  78. def getSolver(): String
  79. def getSplitRatio(): Double
    Definition Classes
    H2OCommonParams
  80. def getStandardize(): Boolean
  81. def getTweedieLinkPower(): Double
  82. def getTweedieVariancePower(): Double
  83. def getWeightCol(): String
    Definition Classes
    H2OCommonParams
  84. def getWithContributions(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  85. def getWithDetailedPredictionCol(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  86. def getWithLeafNodeAssignments(): Boolean
    Definition Classes
    H2OMOJOAlgoSharedParams
  87. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  88. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  89. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  90. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  91. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  92. def intArrayParam(name: String, doc: Option[String] = None): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  93. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  94. def intParam(name: String, doc: Option[String] = None): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  95. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  96. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  97. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  98. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  99. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  100. final val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OCommonSupervisedParams
  101. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  102. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  103. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  104. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  105. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  106. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  107. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  108. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  109. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  110. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  111. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  112. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  113. def longParam(name: String, doc: Option[String] = None): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  114. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  115. final val modelId: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonParams
  116. final val namedMojoOutputColumns: Param[Boolean]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  117. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  118. final val nfolds: IntParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  119. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  120. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  121. def nullableDoubleArrayArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  122. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  123. def nullableDoubleArrayParam(name: String, doc: Option[String] = None): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  124. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  125. def nullableStringArrayParam(name: String, doc: Option[String] = None): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  126. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  127. def nullableStringParam(name: String, doc: Option[String] = None): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  128. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  129. def param[T](name: String, doc: Option[String] = None): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  130. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  131. def paramTag: ClassTag[GLMParameters]
    Attributes
    protected
    Definition Classes
    H2OGLMParams → H2OAlgoParamsHelper
  132. val parameters: GLMParameters
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  133. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  134. final val predictionCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  135. def schemaTag: ClassTag[H2O_SCHEMA]
    Attributes
    protected
    Definition Classes
    H2OGLMParams → H2OAlgoParamsHelper
  136. final val seed: LongParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  137. final def set(paramPair: ParamPair[_]): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  138. final def set(param: String, value: Any): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  139. final def set[T](param: Param[T], value: T): H2OGLMParams.this.type
    Definition Classes
    Params
  140. def setAllStringColumnsToCategorical(value: Boolean): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )
  141. def setAlphaValue(value: Array[Double]): H2OGLMParams.this.type
  142. def setBetaEpsilon(value: Double): H2OGLMParams.this.type
  143. def setColumnsToCategorical(columnNames: ArrayList[String]): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  144. def setColumnsToCategorical(columns: Array[String]): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  145. def setColumnsToCategorical(first: String, others: String*): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  146. def setComputePValues(value: Boolean): H2OGLMParams.this.type
  147. def setConvertInvalidNumbersToNa(value: Boolean): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  148. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  149. final def setDefault(paramPairs: ParamPair[_]*): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  150. final def setDefault[T](param: Param[T], value: T): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  151. def setDetailedPredictionCol(columnName: String): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  152. def setDistribution(value: String): H2OGLMParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  153. def setEarlyStopping(value: Boolean): H2OGLMParams.this.type
  154. def setFamily(value: String): H2OGLMParams.this.type
  155. def setFeaturesCol(first: String): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  156. def setFeaturesCols(columnNames: ArrayList[String]): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  157. def setFeaturesCols(columnNames: Array[String]): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  158. def setFeaturesCols(first: String, others: String*): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  159. def setFoldCol(columnName: String): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  160. def setGradientEpsilon(value: Double): H2OGLMParams.this.type
  161. def setInteractionPairs(value: Array[(String, String)]): H2OGLMParams.this.type
  162. def setInteractions(value: Array[String]): H2OGLMParams.this.type
  163. def setIntercept(value: Boolean): H2OGLMParams.this.type
  164. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  165. def setKeepCrossValidationPredictions(value: Boolean): H2OGLMParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  166. def setLabelCol(columnName: String): H2OGLMParams.this.type
    Definition Classes
    H2OCommonSupervisedParams
  167. def setLambdaMinRatio(value: Double): H2OGLMParams.this.type
  168. def setLambdaSearch(value: Boolean): H2OGLMParams.this.type
  169. def setLambdaValue(value: Array[Double]): H2OGLMParams.this.type
  170. def setLink(value: String): H2OGLMParams.this.type
  171. def setMaxIterations(value: Int): H2OGLMParams.this.type
  172. def setMissingValuesHandling(value: String): H2OGLMParams.this.type
  173. def setModelId(id: String): H2OGLMParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  174. def setNamedMojoOutputColumns(value: Boolean): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  175. def setNfolds(value: Int): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  176. def setNlambdas(value: Int): H2OGLMParams.this.type
  177. def setNonNegative(value: Boolean): H2OGLMParams.this.type
  178. def setObjReg(value: Double): H2OGLMParams.this.type
  179. def setObjectiveEpsilon(value: Double): H2OGLMParams.this.type
  180. def setOffsetCol(columnName: String): H2OGLMParams.this.type
    Definition Classes
    H2OCommonSupervisedParams
  181. def setParallelizeCrossValidation(value: Boolean): H2OGLMParams.this.type
    Definition Classes
    H2OAlgoCommonParams
  182. def setPredictionCol(columnName: String): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  183. def setPrior(value: Double): H2OGLMParams.this.type
  184. def setRemoveCollinearCols(value: Boolean): H2OGLMParams.this.type
  185. def setSeed(value: Long): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  186. def setSolver(value: String): H2OGLMParams.this.type
  187. def setSplitRatio(ratio: Double): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  188. def setStandardize(value: Boolean): H2OGLMParams.this.type
  189. def setTweedieLinkPower(value: Double): H2OGLMParams.this.type
  190. def setTweedieVariancePower(value: Double): H2OGLMParams.this.type
  191. def setWeightCol(columnName: String): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  192. def setWithContributions(enabled: Boolean): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  193. def setWithDetailedPredictionCol(enabled: Boolean): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  194. def setWithLeafNodeAssignments(enabled: Boolean): H2OGLMParams.this.type
    Definition Classes
    H2OCommonParams
  195. final val splitRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  196. def stringArrayParam(name: String, doc: Option[String] = None): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  197. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  198. def stringParam(name: String, doc: Option[String] = None): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  199. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsHelper
  200. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  201. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  202. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  203. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  204. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  205. final val weightCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OCommonParams
  206. final val withContributions: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  207. final val withDetailedPredictionCol: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams
  208. final val withLeafNodeAssignments: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

Inherited from H2OAlgoSupervisedParams[GLMParameters]

Inherited from H2OAlgoCommonParams[GLMParameters]

Inherited from H2OCommonSupervisedParams

Inherited from H2OCommonParams

Inherited from H2OSupervisedMOJOParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Logging

Inherited from H2OAlgoParamsHelper[GLMParameters]

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped