Trait

ai.h2o.sparkling.ml.params

H2ODeepLearningParams

Related Doc: package params

Permalink

trait H2ODeepLearningParams extends H2OAlgoParamsBase with HasInitialBiases with HasInitialWeights with HasIgnoredCols with HasDeprecatedVariableImportances with HasDeprecatedAutoencoder

Linear Supertypes
HasDeprecatedAutoencoder, HasDeprecatedVariableImportances, Logging, Logging, HasIgnoredCols, HasInitialWeights, HasInitialBiases, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2ODeepLearning, H2ODeepLearningClassifier, H2ODeepLearningRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2ODeepLearningParams
  2. HasDeprecatedAutoencoder
  3. HasDeprecatedVariableImportances
  4. Logging
  5. Logging
  6. HasIgnoredCols
  7. HasInitialWeights
  8. HasInitialBiases
  9. H2OAlgoParamsBase
  10. H2OFrameLifecycle
  11. ParameterConstructorMethods
  12. Params
  13. Serializable
  14. Serializable
  15. Identifiable
  16. AnyRef
  17. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef

    Permalink
    Definition Classes
    H2OAlgoParamsBase

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

    Permalink
    Definition Classes
    Params

  2. abstract val uid: String

    Permalink
    Definition Classes
    Identifiable

Concrete 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. val activation: Param[String]

    Permalink
    Attributes
    protected

  6. val adaptiveRate: BooleanParam

    Permalink
    Attributes
    protected

  7. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  8. val aucType: Param[String]

    Permalink
    Attributes
    protected

  9. val averageActivation: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  10. val balanceClasses: BooleanParam

    Permalink
    Attributes
    protected

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  12. val calculateFeatureImportances: BooleanParam

    Permalink
    Attributes
    protected

  13. val categoricalEncoding: Param[String]

    Permalink
    Attributes
    protected

  14. val classSamplingFactors: NullableFloatArrayParam

    Permalink
    Attributes
    protected

  15. val classificationStop: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  16. final def clear(param: Param[_]): H2ODeepLearningParams.this.type

    Permalink
    Definition Classes
    Params

  17. def clone(): AnyRef

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

  18. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  19. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  20. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

  21. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  24. val diagnostics: BooleanParam

    Permalink
    Attributes
    protected

  25. val distribution: Param[String]

    Permalink
    Attributes
    protected

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  27. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  28. val elasticAveraging: BooleanParam

    Permalink
    Attributes
    protected

  29. val elasticAveragingMovingRate: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  30. val elasticAveragingRegularization: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  31. val epochs: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  32. val epsilon: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

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

    Permalink
    Definition Classes
    AnyRef

  34. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  36. def explainParams(): String

    Permalink
    Definition Classes
    Params

  37. val exportCheckpointsDir: NullableStringParam

    Permalink
    Attributes
    protected

  38. val exportWeightsAndBiases: BooleanParam

    Permalink
    Attributes
    protected

  39. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  41. val fastMode: BooleanParam

    Permalink
    Attributes
    protected

  42. def finalize(): Unit

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  44. val foldAssignment: Param[String]

    Permalink
    Attributes
    protected

  45. val foldCol: NullableStringParam

    Permalink
    Attributes
    protected

  46. val forceLoadBalance: BooleanParam

    Permalink
    Attributes
    protected

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

    Permalink
    Definition Classes
    Params

  48. def getActivation(): String

    Permalink

  49. def getAdaptiveRate(): Boolean

    Permalink

  50. def getAucType(): String

    Permalink

  51. def getAutoencoder(): Boolean

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

  52. def getAverageActivation(): Double

    Permalink

  53. def getBalanceClasses(): Boolean

    Permalink

  54. def getCalculateFeatureImportances(): Boolean

    Permalink
    Definition Classes
    H2ODeepLearningParams → HasDeprecatedVariableImportances

  55. def getCategoricalEncoding(): String

    Permalink

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

    Permalink
    Definition Classes
    AnyRef → Any

  57. def getClassSamplingFactors(): Array[Float]

    Permalink

  58. def getClassificationStop(): Double

    Permalink

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

    Permalink
    Definition Classes
    Params

  60. def getDiagnostics(): Boolean

    Permalink

  61. def getDistribution(): String

    Permalink

  62. def getElasticAveraging(): Boolean

    Permalink

  63. def getElasticAveragingMovingRate(): Double

    Permalink

  64. def getElasticAveragingRegularization(): Double

    Permalink

  65. def getEpochs(): Double

    Permalink

  66. def getEpsilon(): Double

    Permalink

  67. def getExportCheckpointsDir(): String

    Permalink

  68. def getExportWeightsAndBiases(): Boolean

    Permalink

  69. def getFastMode(): Boolean

    Permalink

  70. def getFoldAssignment(): String

    Permalink

  71. def getFoldCol(): String

    Permalink

  72. def getForceLoadBalance(): Boolean

    Permalink

  73. def getHidden(): Array[Int]

    Permalink

  74. def getHiddenDropoutRatios(): Array[Double]

    Permalink

  75. def getHuberAlpha(): Double

    Permalink

  76. def getIgnoreConstCols(): Boolean

    Permalink

  77. def getIgnoredCols(): Array[String]

    Permalink
    Definition Classes
    HasIgnoredCols

  78. def getInitialBiases(): Array[DenseVector]

    Permalink
    Definition Classes
    HasInitialBiases

  79. def getInitialWeightDistribution(): String

    Permalink

  80. def getInitialWeightScale(): Double

    Permalink

  81. def getInitialWeights(): Array[DenseMatrix]

    Permalink
    Definition Classes
    HasInitialWeights

  82. def getInputDropoutRatio(): Double

    Permalink

  83. def getKeepCrossValidationFoldAssignment(): Boolean

    Permalink

  84. def getKeepCrossValidationModels(): Boolean

    Permalink

  85. def getKeepCrossValidationPredictions(): Boolean

    Permalink

  86. def getL1(): Double

    Permalink

  87. def getL2(): Double

    Permalink

  88. def getLabelCol(): String

    Permalink

  89. def getLoss(): String

    Permalink

  90. def getMaxAfterBalanceSize(): Float

    Permalink

  91. def getMaxCategoricalFeatures(): Int

    Permalink

  92. def getMaxRuntimeSecs(): Double

    Permalink

  93. def getMaxW2(): Float

    Permalink

  94. def getMiniBatchSize(): Int

    Permalink

  95. def getMissingValuesHandling(): String

    Permalink

  96. def getModelId(): String

    Permalink

  97. def getMomentumRamp(): Double

    Permalink

  98. def getMomentumStable(): Double

    Permalink

  99. def getMomentumStart(): Double

    Permalink

  100. def getNesterovAcceleratedGradient(): Boolean

    Permalink

  101. def getNfolds(): Int

    Permalink

  102. def getOffsetCol(): String

    Permalink

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

    Permalink
    Definition Classes
    Params

  104. def getOverwriteWithBestModel(): Boolean

    Permalink

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

    Permalink
    Definition Classes
    Params

  106. def getQuantileAlpha(): Double

    Permalink

  107. def getQuietMode(): Boolean

    Permalink

  108. def getRate(): Double

    Permalink

  109. def getRateAnnealing(): Double

    Permalink

  110. def getRateDecay(): Double

    Permalink

  111. def getRegressionStop(): Double

    Permalink

  112. def getReplicateTrainingData(): Boolean

    Permalink

  113. def getReproducible(): Boolean

    Permalink

  114. def getRho(): Double

    Permalink

  115. def getScoreDutyCycle(): Double

    Permalink

  116. def getScoreEachIteration(): Boolean

    Permalink

  117. def getScoreInterval(): Double

    Permalink

  118. def getScoreTrainingSamples(): Long

    Permalink

  119. def getScoreValidationSamples(): Long

    Permalink

  120. def getScoreValidationSampling(): String

    Permalink

  121. def getSeed(): Long

    Permalink

  122. def getShuffleTrainingData(): Boolean

    Permalink

  123. def getSingleNodeMode(): Boolean

    Permalink

  124. def getSparse(): Boolean

    Permalink

  125. def getSparsityBeta(): Double

    Permalink

  126. def getStandardize(): Boolean

    Permalink

  127. def getStoppingMetric(): String

    Permalink

  128. def getStoppingRounds(): Int

    Permalink

  129. def getStoppingTolerance(): Double

    Permalink

  130. def getTargetRatioCommToComp(): Double

    Permalink

  131. def getTrainSamplesPerIteration(): Long

    Permalink

  132. def getTweediePower(): Double

    Permalink

  133. def getUseAllFactorLevels(): Boolean

    Permalink

  134. def getVariableImportances(): Boolean

    Permalink
    Definition Classes
    HasDeprecatedVariableImportances
    Annotations
    @DeprecatedMethod( "getCalculateFeatureImportances" , "3.38" )

  135. def getWeightCol(): String

    Permalink

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

    Permalink
    Definition Classes
    Params

  137. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  138. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  139. val hidden: IntArrayParam

    Permalink
    Attributes
    protected

  140. val hiddenDropoutRatios: NullableDoubleArrayParam

    Permalink
    Attributes
    protected

  141. val huberAlpha: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  142. val ignoreConstCols: BooleanParam

    Permalink
    Attributes
    protected

  143. val initialWeightDistribution: Param[String]

    Permalink
    Attributes
    protected

  144. val initialWeightScale: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  146. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  147. val inputDropoutRatio: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    Params

  151. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  153. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  154. val keepCrossValidationFoldAssignment: BooleanParam

    Permalink
    Attributes
    protected

  155. val keepCrossValidationModels: BooleanParam

    Permalink
    Attributes
    protected

  156. val keepCrossValidationPredictions: BooleanParam

    Permalink
    Attributes
    protected

  157. val l1: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  158. val l2: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  159. val labelCol: Param[String]

    Permalink
    Attributes
    protected

  160. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  167. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  173. val loss: Param[String]

    Permalink
    Attributes
    protected

  174. val maxAfterBalanceSize: FloatParam

    Permalink
    Attributes
    protected

  175. val maxCategoricalFeatures: IntParam

    Permalink
    Attributes
    protected

  176. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  177. val maxW2: FloatParam

    Permalink
    Attributes
    protected

  178. val miniBatchSize: IntParam

    Permalink
    Attributes
    protected

  179. val missingValuesHandling: Param[String]

    Permalink
    Attributes
    protected

  180. val modelId: NullableStringParam

    Permalink
    Attributes
    protected

  181. val momentumRamp: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  182. val momentumStable: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  183. val momentumStart: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

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

    Permalink
    Definition Classes
    AnyRef

  185. val nesterovAcceleratedGradient: BooleanParam

    Permalink
    Attributes
    protected

  186. val nfolds: IntParam

    Permalink
    Attributes
    protected

  187. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  188. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  191. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  192. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  193. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  195. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  197. val offsetCol: NullableStringParam

    Permalink
    Attributes
    protected

  198. val overwriteWithBestModel: BooleanParam

    Permalink
    Attributes
    protected

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

  200. def paramTag: ClassTag[DeepLearningParameters]

    Permalink
    Attributes
    protected

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

    Permalink
    Definition Classes
    Params

  202. val quantileAlpha: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  203. val quietMode: BooleanParam

    Permalink
    Attributes
    protected

  204. val rate: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  205. val rateAnnealing: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  206. val rateDecay: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  207. val regressionStop: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  208. val replicateTrainingData: BooleanParam

    Permalink
    Attributes
    protected

  209. val reproducible: BooleanParam

    Permalink
    Attributes
    protected

  210. val rho: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  211. val scoreDutyCycle: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  212. val scoreEachIteration: BooleanParam

    Permalink
    Attributes
    protected

  213. val scoreInterval: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  214. val scoreTrainingSamples: LongParam

    Permalink
    Attributes
    protected

  215. val scoreValidationSamples: LongParam

    Permalink
    Attributes
    protected

  216. val scoreValidationSampling: Param[String]

    Permalink
    Attributes
    protected

  217. val seed: LongParam

    Permalink
    Attributes
    protected

  218. final def set(paramPair: ParamPair[_]): H2ODeepLearningParams.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  219. final def set(param: String, value: Any): H2ODeepLearningParams.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  220. final def set[T](param: Param[T], value: T): H2ODeepLearningParams.this.type

    Permalink
    Definition Classes
    Params

  221. def setActivation(value: String): H2ODeepLearningParams.this.type

    Permalink

  222. def setAdaptiveRate(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  223. def setAucType(value: String): H2ODeepLearningParams.this.type

    Permalink

  224. def setAutoencoder(value: Boolean): H2ODeepLearningParams.this.type

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

  225. def setAverageActivation(value: Double): H2ODeepLearningParams.this.type

    Permalink

  226. def setBalanceClasses(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  227. def setCalculateFeatureImportances(value: Boolean): H2ODeepLearningParams.this.type

    Permalink
    Definition Classes
    H2ODeepLearningParams → HasDeprecatedVariableImportances

  228. def setCategoricalEncoding(value: String): H2ODeepLearningParams.this.type

    Permalink

  229. def setClassSamplingFactors(value: Array[Float]): H2ODeepLearningParams.this.type

    Permalink

  230. def setClassificationStop(value: Double): H2ODeepLearningParams.this.type

    Permalink

  231. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearningParams.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  232. final def setDefault[T](param: Param[T], value: T): H2ODeepLearningParams.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  233. def setDiagnostics(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  234. def setDistribution(value: String): H2ODeepLearningParams.this.type

    Permalink

  235. def setElasticAveraging(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  236. def setElasticAveragingMovingRate(value: Double): H2ODeepLearningParams.this.type

    Permalink

  237. def setElasticAveragingRegularization(value: Double): H2ODeepLearningParams.this.type

    Permalink

  238. def setEpochs(value: Double): H2ODeepLearningParams.this.type

    Permalink

  239. def setEpsilon(value: Double): H2ODeepLearningParams.this.type

    Permalink

  240. def setExportCheckpointsDir(value: String): H2ODeepLearningParams.this.type

    Permalink

  241. def setExportWeightsAndBiases(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  242. def setFastMode(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  243. def setFoldAssignment(value: String): H2ODeepLearningParams.this.type

    Permalink

  244. def setFoldCol(value: String): H2ODeepLearningParams.this.type

    Permalink

  245. def setForceLoadBalance(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  246. def setHidden(value: Array[Int]): H2ODeepLearningParams.this.type

    Permalink

  247. def setHiddenDropoutRatios(value: Array[Double]): H2ODeepLearningParams.this.type

    Permalink

  248. def setHuberAlpha(value: Double): H2ODeepLearningParams.this.type

    Permalink

  249. def setIgnoreConstCols(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  250. def setIgnoredCols(value: Array[String]): H2ODeepLearningParams.this.type

    Permalink
    Definition Classes
    HasIgnoredCols

  251. def setInitialBiases(value: Array[DenseVector]): H2ODeepLearningParams.this.type

    Permalink
    Definition Classes
    HasInitialBiases

  252. def setInitialWeightDistribution(value: String): H2ODeepLearningParams.this.type

    Permalink

  253. def setInitialWeightScale(value: Double): H2ODeepLearningParams.this.type

    Permalink

  254. def setInitialWeights(value: Array[DenseMatrix]): H2ODeepLearningParams.this.type

    Permalink
    Definition Classes
    HasInitialWeights

  255. def setInputDropoutRatio(value: Double): H2ODeepLearningParams.this.type

    Permalink

  256. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  257. def setKeepCrossValidationModels(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  258. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  259. def setL1(value: Double): H2ODeepLearningParams.this.type

    Permalink

  260. def setL2(value: Double): H2ODeepLearningParams.this.type

    Permalink

  261. def setLabelCol(value: String): H2ODeepLearningParams.this.type

    Permalink

  262. def setLoss(value: String): H2ODeepLearningParams.this.type

    Permalink

  263. def setMaxAfterBalanceSize(value: Float): H2ODeepLearningParams.this.type

    Permalink

  264. def setMaxCategoricalFeatures(value: Int): H2ODeepLearningParams.this.type

    Permalink

  265. def setMaxRuntimeSecs(value: Double): H2ODeepLearningParams.this.type

    Permalink

  266. def setMaxW2(value: Float): H2ODeepLearningParams.this.type

    Permalink

  267. def setMiniBatchSize(value: Int): H2ODeepLearningParams.this.type

    Permalink

  268. def setMissingValuesHandling(value: String): H2ODeepLearningParams.this.type

    Permalink

  269. def setModelId(value: String): H2ODeepLearningParams.this.type

    Permalink

  270. def setMomentumRamp(value: Double): H2ODeepLearningParams.this.type

    Permalink

  271. def setMomentumStable(value: Double): H2ODeepLearningParams.this.type

    Permalink

  272. def setMomentumStart(value: Double): H2ODeepLearningParams.this.type

    Permalink

  273. def setNesterovAcceleratedGradient(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  274. def setNfolds(value: Int): H2ODeepLearningParams.this.type

    Permalink

  275. def setOffsetCol(value: String): H2ODeepLearningParams.this.type

    Permalink

  276. def setOverwriteWithBestModel(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  277. def setQuantileAlpha(value: Double): H2ODeepLearningParams.this.type

    Permalink

  278. def setQuietMode(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  279. def setRate(value: Double): H2ODeepLearningParams.this.type

    Permalink

  280. def setRateAnnealing(value: Double): H2ODeepLearningParams.this.type

    Permalink

  281. def setRateDecay(value: Double): H2ODeepLearningParams.this.type

    Permalink

  282. def setRegressionStop(value: Double): H2ODeepLearningParams.this.type

    Permalink

  283. def setReplicateTrainingData(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  284. def setReproducible(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  285. def setRho(value: Double): H2ODeepLearningParams.this.type

    Permalink

  286. def setScoreDutyCycle(value: Double): H2ODeepLearningParams.this.type

    Permalink

  287. def setScoreEachIteration(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  288. def setScoreInterval(value: Double): H2ODeepLearningParams.this.type

    Permalink

  289. def setScoreTrainingSamples(value: Long): H2ODeepLearningParams.this.type

    Permalink

  290. def setScoreValidationSamples(value: Long): H2ODeepLearningParams.this.type

    Permalink

  291. def setScoreValidationSampling(value: String): H2ODeepLearningParams.this.type

    Permalink

  292. def setSeed(value: Long): H2ODeepLearningParams.this.type

    Permalink

  293. def setShuffleTrainingData(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  294. def setSingleNodeMode(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  295. def setSparse(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  296. def setSparsityBeta(value: Double): H2ODeepLearningParams.this.type

    Permalink

  297. def setStandardize(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  298. def setStoppingMetric(value: String): H2ODeepLearningParams.this.type

    Permalink

  299. def setStoppingRounds(value: Int): H2ODeepLearningParams.this.type

    Permalink

  300. def setStoppingTolerance(value: Double): H2ODeepLearningParams.this.type

    Permalink

  301. def setTargetRatioCommToComp(value: Double): H2ODeepLearningParams.this.type

    Permalink

  302. def setTrainSamplesPerIteration(value: Long): H2ODeepLearningParams.this.type

    Permalink

  303. def setTweediePower(value: Double): H2ODeepLearningParams.this.type

    Permalink

  304. def setUseAllFactorLevels(value: Boolean): H2ODeepLearningParams.this.type

    Permalink

  305. def setVariableImportances(value: Boolean): H2ODeepLearningParams.this.type

    Permalink
    Definition Classes
    HasDeprecatedVariableImportances
    Annotations
    @DeprecatedMethod( "setCalculateFeatureImportances" , "3.38" )

  306. def setWeightCol(value: String): H2ODeepLearningParams.this.type

    Permalink

  307. val shuffleTrainingData: BooleanParam

    Permalink
    Attributes
    protected

  308. val singleNodeMode: BooleanParam

    Permalink
    Attributes
    protected

  309. val sparse: BooleanParam

    Permalink
    Attributes
    protected

  310. val sparsityBeta: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  311. val standardize: BooleanParam

    Permalink
    Attributes
    protected

  312. val stoppingMetric: Param[String]

    Permalink
    Attributes
    protected

  313. val stoppingRounds: IntParam

    Permalink
    Attributes
    protected

  314. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods

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

    Permalink
    Definition Classes
    AnyRef

  318. val targetRatioCommToComp: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  319. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  320. val trainSamplesPerIteration: LongParam

    Permalink
    Attributes
    protected

  321. val tweediePower: org.apache.spark.ml.param.DoubleParam

    Permalink
    Attributes
    protected

  322. val useAllFactorLevels: BooleanParam

    Permalink
    Attributes
    protected

  323. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  326. val weightCol: NullableStringParam

    Permalink
    Attributes
    protected

Inherited from HasDeprecatedAutoencoder

Inherited from HasDeprecatedVariableImportances

Inherited from Logging

Inherited from Logging

Inherited from HasIgnoredCols

Inherited from HasInitialWeights

Inherited from HasInitialBiases

Inherited from H2OAlgoParamsBase

Inherited from H2OFrameLifecycle

Inherited from ParameterConstructorMethods

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped