t

ai.h2o.sparkling.ml.params

H2ODeepLearningParams

trait H2ODeepLearningParams extends H2OAlgoParamsBase with HasInitialBiases with HasInitialWeights with HasIgnoredCols

Linear Supertypes
HasIgnoredCols, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Logging, 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. HasIgnoredCols
  3. H2OAlgoCommonUtils
  4. EstimatorCommonUtils
  5. RestCommunication
  6. RestEncodingUtils
  7. Logging
  8. Logging
  9. HasInitialWeights
  10. HasInitialBiases
  11. H2OAlgoParamsBase
  12. H2OFrameLifecycle
  13. ParameterConstructorMethods
  14. Params
  15. Serializable
  16. Serializable
  17. Identifiable
  18. AnyRef
  19. Any
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Visibility
  1. Public
  2. All

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. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  13. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  14. val categoricalEncoding: Param[String]
    Attributes
    protected
  15. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  16. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
  17. val classificationStop: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  18. final def clear(param: Param[_]): H2ODeepLearningParams.this.type
    Definition Classes
    Params
  19. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  20. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  21. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  22. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  23. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  24. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  25. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  26. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  27. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  28. def delete[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  29. val diagnostics: BooleanParam
    Attributes
    protected
  30. val distribution: Param[String]
    Attributes
    protected
  31. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  32. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  33. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  34. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  35. val elasticAveraging: BooleanParam
    Attributes
    protected
  36. val elasticAveragingMovingRate: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  37. val elasticAveragingRegularization: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  38. val epochs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  39. val epsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  40. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  41. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  42. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  43. def explainParams(): String
    Definition Classes
    Params
  44. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  45. val exportWeightsAndBiases: BooleanParam
    Attributes
    protected
  46. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  47. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  48. val fastMode: BooleanParam
    Attributes
    protected
  49. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  50. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  51. val foldAssignment: Param[String]
    Attributes
    protected
  52. val foldCol: NullableStringParam
    Attributes
    protected
  53. val forceLoadBalance: BooleanParam
    Attributes
    protected
  54. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  55. def getActivation(): String
  56. def getAdaptiveRate(): Boolean
  57. def getAucType(): String
  58. def getAutoencoder(): Boolean
  59. def getAverageActivation(): Double
  60. def getBalanceClasses(): Boolean
  61. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  62. def getCategoricalEncoding(): String
  63. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  64. def getClassSamplingFactors(): Array[Float]
  65. def getClassificationStop(): Double
  66. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  67. def getDiagnostics(): Boolean
  68. def getDistribution(): String
  69. def getElasticAveraging(): Boolean
  70. def getElasticAveragingMovingRate(): Double
  71. def getElasticAveragingRegularization(): Double
  72. def getEpochs(): Double
  73. def getEpsilon(): Double
  74. def getExportCheckpointsDir(): String
  75. def getExportWeightsAndBiases(): Boolean
  76. def getFastMode(): Boolean
  77. def getFoldAssignment(): String
  78. def getFoldCol(): String
  79. def getForceLoadBalance(): Boolean
  80. def getHidden(): Array[Int]
  81. def getHiddenDropoutRatios(): Array[Double]
  82. def getHuberAlpha(): Double
  83. def getIgnoreConstCols(): Boolean
  84. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  85. def getInitialBiases(): Array[DenseVector]
    Definition Classes
    HasInitialBiases
  86. def getInitialWeightDistribution(): String
  87. def getInitialWeightScale(): Double
  88. def getInitialWeights(): Array[DenseMatrix]
    Definition Classes
    HasInitialWeights
  89. def getInputDropoutRatio(): Double
  90. def getKeepCrossValidationFoldAssignment(): Boolean
  91. def getKeepCrossValidationModels(): Boolean
  92. def getKeepCrossValidationPredictions(): Boolean
  93. def getL1(): Double
  94. def getL2(): Double
  95. def getLabelCol(): String
  96. def getLoss(): String
  97. def getMaxAfterBalanceSize(): Float
  98. def getMaxCategoricalFeatures(): Int
  99. def getMaxRuntimeSecs(): Double
  100. def getMaxW2(): Float
  101. def getMiniBatchSize(): Int
  102. def getMissingValuesHandling(): String
  103. def getModelId(): String
  104. def getMomentumRamp(): Double
  105. def getMomentumStable(): Double
  106. def getMomentumStart(): Double
  107. def getNesterovAcceleratedGradient(): Boolean
  108. def getNfolds(): Int
  109. def getOffsetCol(): String
  110. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  111. def getOverwriteWithBestModel(): Boolean
  112. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  113. def getQuantileAlpha(): Double
  114. def getQuietMode(): Boolean
  115. def getRate(): Double
  116. def getRateAnnealing(): Double
  117. def getRateDecay(): Double
  118. def getRegressionStop(): Double
  119. def getReplicateTrainingData(): Boolean
  120. def getReproducible(): Boolean
  121. def getRho(): Double
  122. def getScoreDutyCycle(): Double
  123. def getScoreEachIteration(): Boolean
  124. def getScoreInterval(): Double
  125. def getScoreTrainingSamples(): Long
  126. def getScoreValidationSamples(): Long
  127. def getScoreValidationSampling(): String
  128. def getSeed(): Long
  129. def getShuffleTrainingData(): Boolean
  130. def getSingleNodeMode(): Boolean
  131. def getSparse(): Boolean
  132. def getSparsityBeta(): Double
  133. def getStandardize(): Boolean
  134. def getStoppingMetric(): String
  135. def getStoppingRounds(): Int
  136. def getStoppingTolerance(): Double
  137. def getTargetRatioCommToComp(): Double
  138. def getTrainSamplesPerIteration(): Long
  139. def getTweediePower(): Double
  140. def getUseAllFactorLevels(): Boolean
  141. def getVariableImportances(): Boolean
  142. def getWeightCol(): String
  143. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  144. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  145. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  146. val hidden: IntArrayParam
    Attributes
    protected
  147. val hiddenDropoutRatios: NullableDoubleArrayParam
    Attributes
    protected
  148. val huberAlpha: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  149. val ignoreConstCols: BooleanParam
    Attributes
    protected
  150. val initialWeightDistribution: Param[String]
    Attributes
    protected
  151. val initialWeightScale: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  152. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  153. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  154. val inputDropoutRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  155. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  156. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  157. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  158. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  159. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  160. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  161. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  162. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  163. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  164. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
  165. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
  166. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
  167. val l1: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  168. val l2: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  169. val labelCol: Param[String]
    Attributes
    protected
  170. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  171. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  172. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  173. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  174. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  175. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  176. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  177. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  178. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  179. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  180. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  181. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  182. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  183. val loss: Param[String]
    Attributes
    protected
  184. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
  185. val maxCategoricalFeatures: IntParam
    Attributes
    protected
  186. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  187. val maxW2: FloatParam
    Attributes
    protected
  188. val miniBatchSize: IntParam
    Attributes
    protected
  189. val missingValuesHandling: Param[String]
    Attributes
    protected
  190. val modelId: NullableStringParam
    Attributes
    protected
  191. val momentumRamp: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  192. val momentumStable: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  193. val momentumStart: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  194. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  195. val nesterovAcceleratedGradient: BooleanParam
    Attributes
    protected
  196. val nfolds: IntParam
    Attributes
    protected
  197. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  198. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  199. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  200. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  201. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  202. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  203. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  204. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  205. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  206. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  207. val offsetCol: NullableStringParam
    Attributes
    protected
  208. val overwriteWithBestModel: BooleanParam
    Attributes
    protected
  209. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  210. def paramTag: ClassTag[DeepLearningParameters]
    Attributes
    protected
  211. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  212. val quantileAlpha: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  213. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  214. val quietMode: BooleanParam
    Attributes
    protected
  215. val rate: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  216. val rateAnnealing: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  217. val rateDecay: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  218. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean, file: Option[String], confirmationLoggingLevel: LoggingLevel): InputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  219. val regressionStop: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  220. val replicateTrainingData: BooleanParam
    Attributes
    protected
  221. val reproducible: BooleanParam
    Attributes
    protected
  222. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean, confirmationLoggingLevel: LoggingLevel)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  223. val rho: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  224. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  225. val scoreDutyCycle: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  226. val scoreEachIteration: BooleanParam
    Attributes
    protected
  227. val scoreInterval: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  228. val scoreTrainingSamples: LongParam
    Attributes
    protected
  229. val scoreValidationSamples: LongParam
    Attributes
    protected
  230. val scoreValidationSampling: Param[String]
    Attributes
    protected
  231. val seed: LongParam
    Attributes
    protected
  232. final def set(paramPair: ParamPair[_]): H2ODeepLearningParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  233. final def set(param: String, value: Any): H2ODeepLearningParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  234. final def set[T](param: Param[T], value: T): H2ODeepLearningParams.this.type
    Definition Classes
    Params
  235. def setActivation(value: String): H2ODeepLearningParams.this.type
  236. def setAdaptiveRate(value: Boolean): H2ODeepLearningParams.this.type
  237. def setAucType(value: String): H2ODeepLearningParams.this.type
  238. def setAutoencoder(value: Boolean): H2ODeepLearningParams.this.type
  239. def setAverageActivation(value: Double): H2ODeepLearningParams.this.type
  240. def setBalanceClasses(value: Boolean): H2ODeepLearningParams.this.type
  241. def setCategoricalEncoding(value: String): H2ODeepLearningParams.this.type
  242. def setClassSamplingFactors(value: Array[Float]): H2ODeepLearningParams.this.type
  243. def setClassificationStop(value: Double): H2ODeepLearningParams.this.type
  244. final def setDefault(paramPairs: ParamPair[_]*): H2ODeepLearningParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  245. final def setDefault[T](param: Param[T], value: T): H2ODeepLearningParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  246. def setDiagnostics(value: Boolean): H2ODeepLearningParams.this.type
  247. def setDistribution(value: String): H2ODeepLearningParams.this.type
  248. def setElasticAveraging(value: Boolean): H2ODeepLearningParams.this.type
  249. def setElasticAveragingMovingRate(value: Double): H2ODeepLearningParams.this.type
  250. def setElasticAveragingRegularization(value: Double): H2ODeepLearningParams.this.type
  251. def setEpochs(value: Double): H2ODeepLearningParams.this.type
  252. def setEpsilon(value: Double): H2ODeepLearningParams.this.type
  253. def setExportCheckpointsDir(value: String): H2ODeepLearningParams.this.type
  254. def setExportWeightsAndBiases(value: Boolean): H2ODeepLearningParams.this.type
  255. def setFastMode(value: Boolean): H2ODeepLearningParams.this.type
  256. def setFoldAssignment(value: String): H2ODeepLearningParams.this.type
  257. def setFoldCol(value: String): H2ODeepLearningParams.this.type
  258. def setForceLoadBalance(value: Boolean): H2ODeepLearningParams.this.type
  259. def setHidden(value: Array[Int]): H2ODeepLearningParams.this.type
  260. def setHiddenDropoutRatios(value: Array[Double]): H2ODeepLearningParams.this.type
  261. def setHuberAlpha(value: Double): H2ODeepLearningParams.this.type
  262. def setIgnoreConstCols(value: Boolean): H2ODeepLearningParams.this.type
  263. def setIgnoredCols(value: Array[String]): H2ODeepLearningParams.this.type
    Definition Classes
    HasIgnoredCols
  264. def setInitialBiases(value: Array[DenseVector]): H2ODeepLearningParams.this.type
    Definition Classes
    HasInitialBiases
  265. def setInitialWeightDistribution(value: String): H2ODeepLearningParams.this.type
  266. def setInitialWeightScale(value: Double): H2ODeepLearningParams.this.type
  267. def setInitialWeights(value: Array[DenseMatrix]): H2ODeepLearningParams.this.type
    Definition Classes
    HasInitialWeights
  268. def setInputDropoutRatio(value: Double): H2ODeepLearningParams.this.type
  269. def setKeepCrossValidationFoldAssignment(value: Boolean): H2ODeepLearningParams.this.type
  270. def setKeepCrossValidationModels(value: Boolean): H2ODeepLearningParams.this.type
  271. def setKeepCrossValidationPredictions(value: Boolean): H2ODeepLearningParams.this.type
  272. def setL1(value: Double): H2ODeepLearningParams.this.type
  273. def setL2(value: Double): H2ODeepLearningParams.this.type
  274. def setLabelCol(value: String): H2ODeepLearningParams.this.type
  275. def setLoss(value: String): H2ODeepLearningParams.this.type
  276. def setMaxAfterBalanceSize(value: Float): H2ODeepLearningParams.this.type
  277. def setMaxCategoricalFeatures(value: Int): H2ODeepLearningParams.this.type
  278. def setMaxRuntimeSecs(value: Double): H2ODeepLearningParams.this.type
  279. def setMaxW2(value: Float): H2ODeepLearningParams.this.type
  280. def setMiniBatchSize(value: Int): H2ODeepLearningParams.this.type
  281. def setMissingValuesHandling(value: String): H2ODeepLearningParams.this.type
  282. def setModelId(value: String): H2ODeepLearningParams.this.type
  283. def setMomentumRamp(value: Double): H2ODeepLearningParams.this.type
  284. def setMomentumStable(value: Double): H2ODeepLearningParams.this.type
  285. def setMomentumStart(value: Double): H2ODeepLearningParams.this.type
  286. def setNesterovAcceleratedGradient(value: Boolean): H2ODeepLearningParams.this.type
  287. def setNfolds(value: Int): H2ODeepLearningParams.this.type
  288. def setOffsetCol(value: String): H2ODeepLearningParams.this.type
  289. def setOverwriteWithBestModel(value: Boolean): H2ODeepLearningParams.this.type
  290. def setQuantileAlpha(value: Double): H2ODeepLearningParams.this.type
  291. def setQuietMode(value: Boolean): H2ODeepLearningParams.this.type
  292. def setRate(value: Double): H2ODeepLearningParams.this.type
  293. def setRateAnnealing(value: Double): H2ODeepLearningParams.this.type
  294. def setRateDecay(value: Double): H2ODeepLearningParams.this.type
  295. def setRegressionStop(value: Double): H2ODeepLearningParams.this.type
  296. def setReplicateTrainingData(value: Boolean): H2ODeepLearningParams.this.type
  297. def setReproducible(value: Boolean): H2ODeepLearningParams.this.type
  298. def setRho(value: Double): H2ODeepLearningParams.this.type
  299. def setScoreDutyCycle(value: Double): H2ODeepLearningParams.this.type
  300. def setScoreEachIteration(value: Boolean): H2ODeepLearningParams.this.type
  301. def setScoreInterval(value: Double): H2ODeepLearningParams.this.type
  302. def setScoreTrainingSamples(value: Long): H2ODeepLearningParams.this.type
  303. def setScoreValidationSamples(value: Long): H2ODeepLearningParams.this.type
  304. def setScoreValidationSampling(value: String): H2ODeepLearningParams.this.type
  305. def setSeed(value: Long): H2ODeepLearningParams.this.type
  306. def setShuffleTrainingData(value: Boolean): H2ODeepLearningParams.this.type
  307. def setSingleNodeMode(value: Boolean): H2ODeepLearningParams.this.type
  308. def setSparse(value: Boolean): H2ODeepLearningParams.this.type
  309. def setSparsityBeta(value: Double): H2ODeepLearningParams.this.type
  310. def setStandardize(value: Boolean): H2ODeepLearningParams.this.type
  311. def setStoppingMetric(value: String): H2ODeepLearningParams.this.type
  312. def setStoppingRounds(value: Int): H2ODeepLearningParams.this.type
  313. def setStoppingTolerance(value: Double): H2ODeepLearningParams.this.type
  314. def setTargetRatioCommToComp(value: Double): H2ODeepLearningParams.this.type
  315. def setTrainSamplesPerIteration(value: Long): H2ODeepLearningParams.this.type
  316. def setTweediePower(value: Double): H2ODeepLearningParams.this.type
  317. def setUseAllFactorLevels(value: Boolean): H2ODeepLearningParams.this.type
  318. def setVariableImportances(value: Boolean): H2ODeepLearningParams.this.type
  319. def setWeightCol(value: String): H2ODeepLearningParams.this.type
  320. val shuffleTrainingData: BooleanParam
    Attributes
    protected
  321. val singleNodeMode: BooleanParam
    Attributes
    protected
  322. val sparse: BooleanParam
    Attributes
    protected
  323. val sparsityBeta: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  324. val standardize: BooleanParam
    Attributes
    protected
  325. val stoppingMetric: Param[String]
    Attributes
    protected
  326. val stoppingRounds: IntParam
    Attributes
    protected
  327. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  328. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  329. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  330. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  331. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  332. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  333. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  334. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  335. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  336. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  337. val targetRatioCommToComp: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  338. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  339. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  340. val trainSamplesPerIteration: LongParam
    Attributes
    protected
  341. val tweediePower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  342. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  343. val useAllFactorLevels: BooleanParam
    Attributes
    protected
  344. val variableImportances: BooleanParam
    Attributes
    protected
  345. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  346. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  347. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  348. val weightCol: NullableStringParam
    Attributes
    protected
  349. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Inherited from HasIgnoredCols

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from Logging

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