t

ai.h2o.sparkling.ml.params

H2ODeepLearningParams

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

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

Type Members

  1. implicit class ParametersExtraMethods extends AnyRef
    Definition Classes
    H2OAlgoParamsBase

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. val activation: Param[String]
    Attributes
    protected
  6. val adaptiveRate: BooleanParam
    Attributes
    protected
  7. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  8. val aucType: Param[String]
    Attributes
    protected
  9. val autoencoder: BooleanParam
    Attributes
    protected
  10. val averageActivation: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  11. val balanceClasses: BooleanParam
    Attributes
    protected
  12. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  13. val calculateFeatureImportances: BooleanParam
    Attributes
    protected
  14. val categoricalEncoding: Param[String]
    Attributes
    protected
  15. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
  16. val classificationStop: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  17. final def clear(param: Param[_]): H2ODeepLearningParams.this.type
    Definition Classes
    Params
  18. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  19. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  20. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  21. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  22. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  23. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  24. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  25. val diagnostics: BooleanParam
    Attributes
    protected
  26. val distribution: Param[String]
    Attributes
    protected
  27. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  28. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  29. val elasticAveraging: BooleanParam
    Attributes
    protected
  30. val elasticAveragingMovingRate: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  31. val elasticAveragingRegularization: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  32. val epochs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  33. val epsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  34. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  35. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  36. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  37. def explainParams(): String
    Definition Classes
    Params
  38. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  39. val exportWeightsAndBiases: BooleanParam
    Attributes
    protected
  40. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  41. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  42. val fastMode: BooleanParam
    Attributes
    protected
  43. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  44. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  45. val foldAssignment: Param[String]
    Attributes
    protected
  46. val foldCol: NullableStringParam
    Attributes
    protected
  47. val forceLoadBalance: BooleanParam
    Attributes
    protected
  48. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  49. def getActivation(): String
  50. def getAdaptiveRate(): Boolean
  51. def getAucType(): String
  52. def getAutoencoder(): Boolean
  53. def getAverageActivation(): Double
  54. def getBalanceClasses(): Boolean
  55. def getCalculateFeatureImportances(): Boolean
    Definition Classes
    H2ODeepLearningParams → HasDeprecatedVariableImportances
  56. def getCategoricalEncoding(): String
  57. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  58. def getClassSamplingFactors(): Array[Float]
  59. def getClassificationStop(): Double
  60. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  61. def getDiagnostics(): Boolean
  62. def getDistribution(): String
  63. def getElasticAveraging(): Boolean
  64. def getElasticAveragingMovingRate(): Double
  65. def getElasticAveragingRegularization(): Double
  66. def getEpochs(): Double
  67. def getEpsilon(): Double
  68. def getExportCheckpointsDir(): String
  69. def getExportWeightsAndBiases(): Boolean
  70. def getFastMode(): Boolean
  71. def getFoldAssignment(): String
  72. def getFoldCol(): String
  73. def getForceLoadBalance(): Boolean
  74. def getHidden(): Array[Int]
  75. def getHiddenDropoutRatios(): Array[Double]
  76. def getHuberAlpha(): Double
  77. def getIgnoreConstCols(): Boolean
  78. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  79. def getInitialBiases(): Array[DenseVector]
    Definition Classes
    HasInitialBiases
  80. def getInitialWeightDistribution(): String
  81. def getInitialWeightScale(): Double
  82. def getInitialWeights(): Array[DenseMatrix]
    Definition Classes
    HasInitialWeights
  83. def getInputDropoutRatio(): Double
  84. def getKeepCrossValidationFoldAssignment(): Boolean
  85. def getKeepCrossValidationModels(): Boolean
  86. def getKeepCrossValidationPredictions(): Boolean
  87. def getL1(): Double
  88. def getL2(): Double
  89. def getLabelCol(): String
  90. def getLoss(): String
  91. def getMaxAfterBalanceSize(): Float
  92. def getMaxCategoricalFeatures(): Int
  93. def getMaxRuntimeSecs(): Double
  94. def getMaxW2(): Float
  95. def getMiniBatchSize(): Int
  96. def getMissingValuesHandling(): String
  97. def getModelId(): String
  98. def getMomentumRamp(): Double
  99. def getMomentumStable(): Double
  100. def getMomentumStart(): Double
  101. def getNesterovAcceleratedGradient(): Boolean
  102. def getNfolds(): Int
  103. def getOffsetCol(): String
  104. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  105. def getOverwriteWithBestModel(): Boolean
  106. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  107. def getQuantileAlpha(): Double
  108. def getQuietMode(): Boolean
  109. def getRate(): Double
  110. def getRateAnnealing(): Double
  111. def getRateDecay(): Double
  112. def getRegressionStop(): Double
  113. def getReplicateTrainingData(): Boolean
  114. def getReproducible(): Boolean
  115. def getRho(): Double
  116. def getScoreDutyCycle(): Double
  117. def getScoreEachIteration(): Boolean
  118. def getScoreInterval(): Double
  119. def getScoreTrainingSamples(): Long
  120. def getScoreValidationSamples(): Long
  121. def getScoreValidationSampling(): String
  122. def getSeed(): Long
  123. def getShuffleTrainingData(): Boolean
  124. def getSingleNodeMode(): Boolean
  125. def getSparse(): Boolean
  126. def getSparsityBeta(): Double
  127. def getStandardize(): Boolean
  128. def getStoppingMetric(): String
  129. def getStoppingRounds(): Int
  130. def getStoppingTolerance(): Double
  131. def getTargetRatioCommToComp(): Double
  132. def getTrainSamplesPerIteration(): Long
  133. def getTweediePower(): Double
  134. def getUseAllFactorLevels(): Boolean
  135. def getVariableImportances(): Boolean
    Definition Classes
    HasDeprecatedVariableImportances
    Annotations
    @DeprecatedMethod( "getCalculateFeatureImportances" , "3.36" )
  136. def getWeightCol(): String
  137. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  138. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  139. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  140. val hidden: IntArrayParam
    Attributes
    protected
  141. val hiddenDropoutRatios: NullableDoubleArrayParam
    Attributes
    protected
  142. val huberAlpha: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  143. val ignoreConstCols: BooleanParam
    Attributes
    protected
  144. val initialWeightDistribution: Param[String]
    Attributes
    protected
  145. val initialWeightScale: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  146. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  147. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  148. val inputDropoutRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  149. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  150. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  151. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  152. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  153. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  154. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  155. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
  156. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
  157. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
  158. val l1: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  159. val l2: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  160. val labelCol: Param[String]
    Attributes
    protected
  161. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  162. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  163. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  164. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  165. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  166. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  167. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  168. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  169. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  170. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  171. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  172. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  173. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  174. val loss: Param[String]
    Attributes
    protected
  175. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
  176. val maxCategoricalFeatures: IntParam
    Attributes
    protected
  177. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  178. val maxW2: FloatParam
    Attributes
    protected
  179. val miniBatchSize: IntParam
    Attributes
    protected
  180. val missingValuesHandling: Param[String]
    Attributes
    protected
  181. val modelId: NullableStringParam
    Attributes
    protected
  182. val momentumRamp: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  183. val momentumStable: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  184. val momentumStart: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  185. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  186. val nesterovAcceleratedGradient: BooleanParam
    Attributes
    protected
  187. val nfolds: IntParam
    Attributes
    protected
  188. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  189. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  190. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  191. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  192. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  193. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  194. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  195. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  196. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  197. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  198. val offsetCol: NullableStringParam
    Attributes
    protected
  199. val overwriteWithBestModel: BooleanParam
    Attributes
    protected
  200. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  201. def paramTag: ClassTag[DeepLearningParameters]
    Attributes
    protected
  202. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  203. val quantileAlpha: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  204. val quietMode: BooleanParam
    Attributes
    protected
  205. val rate: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  206. val rateAnnealing: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  207. val rateDecay: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  208. val regressionStop: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  209. val replicateTrainingData: BooleanParam
    Attributes
    protected
  210. val reproducible: BooleanParam
    Attributes
    protected
  211. val rho: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  212. val scoreDutyCycle: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  213. val scoreEachIteration: BooleanParam
    Attributes
    protected
  214. val scoreInterval: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  215. val scoreTrainingSamples: LongParam
    Attributes
    protected
  216. val scoreValidationSamples: LongParam
    Attributes
    protected
  217. val scoreValidationSampling: Param[String]
    Attributes
    protected
  218. val seed: LongParam
    Attributes
    protected
  219. final def set(paramPair: ParamPair[_]): H2ODeepLearningParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  220. final def set(param: String, value: Any): H2ODeepLearningParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  221. final def set[T](param: Param[T], value: T): H2ODeepLearningParams.this.type
    Definition Classes
    Params
  222. def setActivation(value: String): H2ODeepLearningParams.this.type
  223. def setAdaptiveRate(value: Boolean): H2ODeepLearningParams.this.type
  224. def setAucType(value: String): H2ODeepLearningParams.this.type
  225. def setAutoencoder(value: Boolean): H2ODeepLearningParams.this.type
  226. def setAverageActivation(value: Double): H2ODeepLearningParams.this.type
  227. def setBalanceClasses(value: Boolean): H2ODeepLearningParams.this.type
  228. def setCalculateFeatureImportances(value: Boolean): H2ODeepLearningParams.this.type
    Definition Classes
    H2ODeepLearningParams → HasDeprecatedVariableImportances
  229. def setCategoricalEncoding(value: String): H2ODeepLearningParams.this.type
  230. def setClassSamplingFactors(value: Array[Float]): H2ODeepLearningParams.this.type
  231. def setClassificationStop(value: Double): H2ODeepLearningParams.this.type
  232. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearningParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  233. final def setDefault[T](param: Param[T], value: T): H2ODeepLearningParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  234. def setDiagnostics(value: Boolean): H2ODeepLearningParams.this.type
  235. def setDistribution(value: String): H2ODeepLearningParams.this.type
  236. def setElasticAveraging(value: Boolean): H2ODeepLearningParams.this.type
  237. def setElasticAveragingMovingRate(value: Double): H2ODeepLearningParams.this.type
  238. def setElasticAveragingRegularization(value: Double): H2ODeepLearningParams.this.type
  239. def setEpochs(value: Double): H2ODeepLearningParams.this.type
  240. def setEpsilon(value: Double): H2ODeepLearningParams.this.type
  241. def setExportCheckpointsDir(value: String): H2ODeepLearningParams.this.type
  242. def setExportWeightsAndBiases(value: Boolean): H2ODeepLearningParams.this.type
  243. def setFastMode(value: Boolean): H2ODeepLearningParams.this.type
  244. def setFoldAssignment(value: String): H2ODeepLearningParams.this.type
  245. def setFoldCol(value: String): H2ODeepLearningParams.this.type
  246. def setForceLoadBalance(value: Boolean): H2ODeepLearningParams.this.type
  247. def setHidden(value: Array[Int]): H2ODeepLearningParams.this.type
  248. def setHiddenDropoutRatios(value: Array[Double]): H2ODeepLearningParams.this.type
  249. def setHuberAlpha(value: Double): H2ODeepLearningParams.this.type
  250. def setIgnoreConstCols(value: Boolean): H2ODeepLearningParams.this.type
  251. def setIgnoredCols(value: Array[String]): H2ODeepLearningParams.this.type
    Definition Classes
    HasIgnoredCols
  252. def setInitialBiases(value: Array[DenseVector]): H2ODeepLearningParams.this.type
    Definition Classes
    HasInitialBiases
  253. def setInitialWeightDistribution(value: String): H2ODeepLearningParams.this.type
  254. def setInitialWeightScale(value: Double): H2ODeepLearningParams.this.type
  255. def setInitialWeights(value: Array[DenseMatrix]): H2ODeepLearningParams.this.type
    Definition Classes
    HasInitialWeights
  256. def setInputDropoutRatio(value: Double): H2ODeepLearningParams.this.type
  257. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearningParams.this.type
  258. def setKeepCrossValidationModels(value: Boolean): H2ODeepLearningParams.this.type
  259. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearningParams.this.type
  260. def setL1(value: Double): H2ODeepLearningParams.this.type
  261. def setL2(value: Double): H2ODeepLearningParams.this.type
  262. def setLabelCol(value: String): H2ODeepLearningParams.this.type
  263. def setLoss(value: String): H2ODeepLearningParams.this.type
  264. def setMaxAfterBalanceSize(value: Float): H2ODeepLearningParams.this.type
  265. def setMaxCategoricalFeatures(value: Int): H2ODeepLearningParams.this.type
  266. def setMaxRuntimeSecs(value: Double): H2ODeepLearningParams.this.type
  267. def setMaxW2(value: Float): H2ODeepLearningParams.this.type
  268. def setMiniBatchSize(value: Int): H2ODeepLearningParams.this.type
  269. def setMissingValuesHandling(value: String): H2ODeepLearningParams.this.type
  270. def setModelId(value: String): H2ODeepLearningParams.this.type
  271. def setMomentumRamp(value: Double): H2ODeepLearningParams.this.type
  272. def setMomentumStable(value: Double): H2ODeepLearningParams.this.type
  273. def setMomentumStart(value: Double): H2ODeepLearningParams.this.type
  274. def setNesterovAcceleratedGradient(value: Boolean): H2ODeepLearningParams.this.type
  275. def setNfolds(value: Int): H2ODeepLearningParams.this.type
  276. def setOffsetCol(value: String): H2ODeepLearningParams.this.type
  277. def setOverwriteWithBestModel(value: Boolean): H2ODeepLearningParams.this.type
  278. def setQuantileAlpha(value: Double): H2ODeepLearningParams.this.type
  279. def setQuietMode(value: Boolean): H2ODeepLearningParams.this.type
  280. def setRate(value: Double): H2ODeepLearningParams.this.type
  281. def setRateAnnealing(value: Double): H2ODeepLearningParams.this.type
  282. def setRateDecay(value: Double): H2ODeepLearningParams.this.type
  283. def setRegressionStop(value: Double): H2ODeepLearningParams.this.type
  284. def setReplicateTrainingData(value: Boolean): H2ODeepLearningParams.this.type
  285. def setReproducible(value: Boolean): H2ODeepLearningParams.this.type
  286. def setRho(value: Double): H2ODeepLearningParams.this.type
  287. def setScoreDutyCycle(value: Double): H2ODeepLearningParams.this.type
  288. def setScoreEachIteration(value: Boolean): H2ODeepLearningParams.this.type
  289. def setScoreInterval(value: Double): H2ODeepLearningParams.this.type
  290. def setScoreTrainingSamples(value: Long): H2ODeepLearningParams.this.type
  291. def setScoreValidationSamples(value: Long): H2ODeepLearningParams.this.type
  292. def setScoreValidationSampling(value: String): H2ODeepLearningParams.this.type
  293. def setSeed(value: Long): H2ODeepLearningParams.this.type
  294. def setShuffleTrainingData(value: Boolean): H2ODeepLearningParams.this.type
  295. def setSingleNodeMode(value: Boolean): H2ODeepLearningParams.this.type
  296. def setSparse(value: Boolean): H2ODeepLearningParams.this.type
  297. def setSparsityBeta(value: Double): H2ODeepLearningParams.this.type
  298. def setStandardize(value: Boolean): H2ODeepLearningParams.this.type
  299. def setStoppingMetric(value: String): H2ODeepLearningParams.this.type
  300. def setStoppingRounds(value: Int): H2ODeepLearningParams.this.type
  301. def setStoppingTolerance(value: Double): H2ODeepLearningParams.this.type
  302. def setTargetRatioCommToComp(value: Double): H2ODeepLearningParams.this.type
  303. def setTrainSamplesPerIteration(value: Long): H2ODeepLearningParams.this.type
  304. def setTweediePower(value: Double): H2ODeepLearningParams.this.type
  305. def setUseAllFactorLevels(value: Boolean): H2ODeepLearningParams.this.type
  306. def setVariableImportances(value: Boolean): H2ODeepLearningParams.this.type
    Definition Classes
    HasDeprecatedVariableImportances
    Annotations
    @DeprecatedMethod( "setCalculateFeatureImportances" , "3.36" )
  307. def setWeightCol(value: String): H2ODeepLearningParams.this.type
  308. val shuffleTrainingData: BooleanParam
    Attributes
    protected
  309. val singleNodeMode: BooleanParam
    Attributes
    protected
  310. val sparse: BooleanParam
    Attributes
    protected
  311. val sparsityBeta: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  312. val standardize: BooleanParam
    Attributes
    protected
  313. val stoppingMetric: Param[String]
    Attributes
    protected
  314. val stoppingRounds: IntParam
    Attributes
    protected
  315. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  316. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  317. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  318. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  319. val targetRatioCommToComp: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  320. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  321. val trainSamplesPerIteration: LongParam
    Attributes
    protected
  322. val tweediePower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  323. val useAllFactorLevels: BooleanParam
    Attributes
    protected
  324. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  325. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  326. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  327. val weightCol: NullableStringParam
    Attributes
    protected

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