t

ai.h2o.sparkling.ml.params

H2OGLMParams

trait H2OGLMParams extends H2OAlgoParamsBase with HasRandomCols with HasIgnoredCols with HasPlugValues with HasBetaConstraints with HasInteractionPairs

Linear Supertypes
HasInteractionPairs, HasBetaConstraints, HasPlugValues, HasIgnoredCols, HasRandomCols, H2OAlgoCommonUtils, EstimatorCommonUtils, RestCommunication, RestEncodingUtils, Logging, Logging, H2OAlgoParamsBase, H2OFrameLifecycle, ParameterConstructorMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OGLM, H2OGLMClassifier, H2OGLMRegressor
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OGLMParams
  2. HasInteractionPairs
  3. HasBetaConstraints
  4. HasPlugValues
  5. HasIgnoredCols
  6. HasRandomCols
  7. H2OAlgoCommonUtils
  8. EstimatorCommonUtils
  9. RestCommunication
  10. RestEncodingUtils
  11. Logging
  12. Logging
  13. H2OAlgoParamsBase
  14. H2OFrameLifecycle
  15. ParameterConstructorMethods
  16. Params
  17. Serializable
  18. Serializable
  19. Identifiable
  20. AnyRef
  21. Any
  1. Hide All
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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 HGLM: BooleanParam
    Attributes
    protected
  6. val alphaValue: NullableDoubleArrayParam
    Attributes
    protected
  7. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  8. val aucType: Param[String]
    Attributes
    protected
  9. val balanceClasses: BooleanParam
    Attributes
    protected
  10. val betaEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  11. val binaryModel: Option[H2OBinaryModel]
    Attributes
    protected
    Definition Classes
    H2OAlgoCommonUtils
  12. def booleanParam(name: String, doc: String): BooleanParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  13. val calcLike: BooleanParam
    Attributes
    protected
  14. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  15. val checkpoint: NullableStringParam
    Attributes
    protected
  16. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
  17. final def clear(param: Param[_]): H2OGLMParams.this.type
    Definition Classes
    Params
  18. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  19. val coldStart: BooleanParam
    Attributes
    protected
  20. val computePValues: BooleanParam
    Attributes
    protected
  21. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  22. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  23. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  24. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  25. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  26. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  27. val customMetricFunc: NullableStringParam
    Attributes
    protected
  28. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  29. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  30. 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
  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 earlyStopping: BooleanParam
    Attributes
    protected
  36. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  37. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  38. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  39. def explainParams(): String
    Definition Classes
    Params
  40. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  41. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  42. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  43. val family: Param[String]
    Attributes
    protected
  44. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  45. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  46. val foldAssignment: Param[String]
    Attributes
    protected
  47. val foldCol: NullableStringParam
    Attributes
    protected
  48. val generateScoringHistory: BooleanParam
    Attributes
    protected
  49. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  50. def getAlphaValue(): Array[Double]
  51. def getAucType(): String
  52. def getBalanceClasses(): Boolean
  53. def getBetaConstraints(): DataFrame
    Definition Classes
    HasBetaConstraints
  54. def getBetaEpsilon(): Double
  55. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  56. def getCalcLike(): Boolean
  57. def getCheckpoint(): String
  58. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  59. def getClassSamplingFactors(): Array[Float]
  60. def getColdStart(): Boolean
  61. def getComputePValues(): Boolean
  62. def getCustomMetricFunc(): String
  63. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  64. def getEarlyStopping(): Boolean
  65. def getExportCheckpointsDir(): String
  66. def getFamily(): String
  67. def getFoldAssignment(): String
  68. def getFoldCol(): String
  69. def getGenerateScoringHistory(): Boolean
  70. def getGradientEpsilon(): Double
  71. def getHGLM(): Boolean
  72. def getIgnoreConstCols(): Boolean
  73. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  74. def getInteractionPairs(): Array[(String, String)]
    Definition Classes
    HasInteractionPairs
  75. def getInteractions(): Array[String]
  76. def getIntercept(): Boolean
  77. def getKeepCrossValidationFoldAssignment(): Boolean
  78. def getKeepCrossValidationModels(): Boolean
  79. def getKeepCrossValidationPredictions(): Boolean
  80. def getLabelCol(): String
  81. def getLambdaMinRatio(): Double
  82. def getLambdaSearch(): Boolean
  83. def getLambdaValue(): Array[Double]
  84. def getLink(): String
  85. def getMaxActivePredictors(): Int
  86. def getMaxAfterBalanceSize(): Float
  87. def getMaxConfusionMatrixSize(): Int
  88. def getMaxIterations(): Int
  89. def getMaxRuntimeSecs(): Double
  90. def getMissingValuesHandling(): String
  91. def getModelId(): String
  92. def getNfolds(): Int
  93. def getNlambdas(): Int
  94. def getNonNegative(): Boolean
  95. def getObjReg(): Double
  96. def getObjectiveEpsilon(): Double
  97. def getOffsetCol(): String
  98. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  99. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  100. def getPlugValues(): Map[String, Any]
    Definition Classes
    HasPlugValues
  101. def getPrior(): Double
  102. def getRandomCols(): Array[String]
    Definition Classes
    HasRandomCols
  103. def getRandomFamily(): Array[String]
  104. def getRandomLink(): Array[String]
  105. def getRemoveCollinearCols(): Boolean
  106. def getScoreEachIteration(): Boolean
  107. def getScoreIterationInterval(): Int
  108. def getSeed(): Long
  109. def getSolver(): String
  110. def getStandardize(): Boolean
  111. def getStartval(): Array[Double]
  112. def getStoppingMetric(): String
  113. def getStoppingRounds(): Int
  114. def getStoppingTolerance(): Double
  115. def getTheta(): Double
  116. def getTweedieLinkPower(): Double
  117. def getTweedieVariancePower(): Double
  118. def getWeightCol(): String
  119. val gradientEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  120. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  121. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  122. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  123. val ignoreConstCols: BooleanParam
    Attributes
    protected
  124. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  125. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  126. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  127. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  128. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  129. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  130. val interactions: NullableStringArrayParam
    Attributes
    protected
  131. val intercept: BooleanParam
    Attributes
    protected
  132. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  133. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  134. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  135. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  136. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  137. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
  138. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
  139. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
  140. val labelCol: Param[String]
    Attributes
    protected
  141. val lambdaMinRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  142. val lambdaSearch: BooleanParam
    Attributes
    protected
  143. val lambdaValue: NullableDoubleArrayParam
    Attributes
    protected
  144. val link: Param[String]
    Attributes
    protected
  145. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  146. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  147. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  148. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  149. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  150. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  151. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  152. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  153. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  154. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  155. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  156. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  157. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  158. val maxActivePredictors: IntParam
    Attributes
    protected
  159. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
  160. val maxConfusionMatrixSize: IntParam
    Attributes
    protected
  161. val maxIterations: IntParam
    Attributes
    protected
  162. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  163. val missingValuesHandling: Param[String]
    Attributes
    protected
  164. val modelId: NullableStringParam
    Attributes
    protected
  165. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  166. val nfolds: IntParam
    Attributes
    protected
  167. val nlambdas: IntParam
    Attributes
    protected
  168. val nonNegative: BooleanParam
    Attributes
    protected
  169. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  170. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  171. def nullableDataFrameParam(name: String, doc: String): NullableDataFrameParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  172. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  173. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  174. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  175. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  176. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  177. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  178. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  179. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  180. val objReg: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  181. val objectiveEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  182. val offsetCol: NullableStringParam
    Attributes
    protected
  183. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  184. def paramTag: ClassTag[GLMParameters]
    Attributes
    protected
  185. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  186. val prior: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  187. 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
  188. val randomFamily: NullableStringArrayParam
    Attributes
    protected
  189. val randomLink: NullableStringArrayParam
    Attributes
    protected
  190. 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
  191. val removeCollinearCols: BooleanParam
    Attributes
    protected
  192. 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
  193. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  194. val scoreEachIteration: BooleanParam
    Attributes
    protected
  195. val scoreIterationInterval: IntParam
    Attributes
    protected
  196. val seed: LongParam
    Attributes
    protected
  197. final def set(paramPair: ParamPair[_]): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  198. final def set(param: String, value: Any): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  199. final def set[T](param: Param[T], value: T): H2OGLMParams.this.type
    Definition Classes
    Params
  200. def setAlphaValue(value: Array[Double]): H2OGLMParams.this.type
  201. def setAucType(value: String): H2OGLMParams.this.type
  202. def setBalanceClasses(value: Boolean): H2OGLMParams.this.type
  203. def setBetaConstraints(value: DataFrame): H2OGLMParams.this.type
    Definition Classes
    HasBetaConstraints
  204. def setBetaEpsilon(value: Double): H2OGLMParams.this.type
  205. def setCalcLike(value: Boolean): H2OGLMParams.this.type
  206. def setCheckpoint(value: String): H2OGLMParams.this.type
  207. def setClassSamplingFactors(value: Array[Float]): H2OGLMParams.this.type
  208. def setColdStart(value: Boolean): H2OGLMParams.this.type
  209. def setComputePValues(value: Boolean): H2OGLMParams.this.type
  210. def setCustomMetricFunc(value: String): H2OGLMParams.this.type
  211. final def setDefault(paramPairs: ParamPair[_]*): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  212. final def setDefault[T](param: Param[T], value: T): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  213. def setEarlyStopping(value: Boolean): H2OGLMParams.this.type
  214. def setExportCheckpointsDir(value: String): H2OGLMParams.this.type
  215. def setFamily(value: String): H2OGLMParams.this.type
  216. def setFoldAssignment(value: String): H2OGLMParams.this.type
  217. def setFoldCol(value: String): H2OGLMParams.this.type
  218. def setGenerateScoringHistory(value: Boolean): H2OGLMParams.this.type
  219. def setGradientEpsilon(value: Double): H2OGLMParams.this.type
  220. def setHGLM(value: Boolean): H2OGLMParams.this.type
  221. def setIgnoreConstCols(value: Boolean): H2OGLMParams.this.type
  222. def setIgnoredCols(value: Array[String]): H2OGLMParams.this.type
    Definition Classes
    HasIgnoredCols
  223. def setInteractionPairs(value: Array[(String, String)]): H2OGLMParams.this.type
    Definition Classes
    HasInteractionPairs
  224. def setInteractions(value: Array[String]): H2OGLMParams.this.type
  225. def setIntercept(value: Boolean): H2OGLMParams.this.type
  226. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMParams.this.type
  227. def setKeepCrossValidationModels(value: Boolean): H2OGLMParams.this.type
  228. def setKeepCrossValidationPredictions(value: Boolean): H2OGLMParams.this.type
  229. def setLabelCol(value: String): H2OGLMParams.this.type
  230. def setLambdaMinRatio(value: Double): H2OGLMParams.this.type
  231. def setLambdaSearch(value: Boolean): H2OGLMParams.this.type
  232. def setLambdaValue(value: Array[Double]): H2OGLMParams.this.type
  233. def setLink(value: String): H2OGLMParams.this.type
  234. def setMaxActivePredictors(value: Int): H2OGLMParams.this.type
  235. def setMaxAfterBalanceSize(value: Float): H2OGLMParams.this.type
  236. def setMaxConfusionMatrixSize(value: Int): H2OGLMParams.this.type
  237. def setMaxIterations(value: Int): H2OGLMParams.this.type
  238. def setMaxRuntimeSecs(value: Double): H2OGLMParams.this.type
  239. def setMissingValuesHandling(value: String): H2OGLMParams.this.type
  240. def setModelId(value: String): H2OGLMParams.this.type
  241. def setNfolds(value: Int): H2OGLMParams.this.type
  242. def setNlambdas(value: Int): H2OGLMParams.this.type
  243. def setNonNegative(value: Boolean): H2OGLMParams.this.type
  244. def setObjReg(value: Double): H2OGLMParams.this.type
  245. def setObjectiveEpsilon(value: Double): H2OGLMParams.this.type
  246. def setOffsetCol(value: String): H2OGLMParams.this.type
  247. def setPlugValues(value: Map[String, Any]): H2OGLMParams.this.type
    Definition Classes
    HasPlugValues
  248. def setPrior(value: Double): H2OGLMParams.this.type
  249. def setRandomCols(value: Array[String]): H2OGLMParams.this.type
    Definition Classes
    HasRandomCols
  250. def setRandomFamily(value: Array[String]): H2OGLMParams.this.type
  251. def setRandomLink(value: Array[String]): H2OGLMParams.this.type
  252. def setRemoveCollinearCols(value: Boolean): H2OGLMParams.this.type
  253. def setScoreEachIteration(value: Boolean): H2OGLMParams.this.type
  254. def setScoreIterationInterval(value: Int): H2OGLMParams.this.type
  255. def setSeed(value: Long): H2OGLMParams.this.type
  256. def setSolver(value: String): H2OGLMParams.this.type
  257. def setStandardize(value: Boolean): H2OGLMParams.this.type
  258. def setStartval(value: Array[Double]): H2OGLMParams.this.type
  259. def setStoppingMetric(value: String): H2OGLMParams.this.type
  260. def setStoppingRounds(value: Int): H2OGLMParams.this.type
  261. def setStoppingTolerance(value: Double): H2OGLMParams.this.type
  262. def setTheta(value: Double): H2OGLMParams.this.type
  263. def setTweedieLinkPower(value: Double): H2OGLMParams.this.type
  264. def setTweedieVariancePower(value: Double): H2OGLMParams.this.type
  265. def setWeightCol(value: String): H2OGLMParams.this.type
  266. val solver: Param[String]
    Attributes
    protected
  267. val standardize: BooleanParam
    Attributes
    protected
  268. val startval: NullableDoubleArrayParam
    Attributes
    protected
  269. val stoppingMetric: Param[String]
    Attributes
    protected
  270. val stoppingRounds: IntParam
    Attributes
    protected
  271. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  272. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  273. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  274. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  275. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  276. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  277. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  278. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  279. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  280. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  281. val theta: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  282. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  283. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  284. val tweedieLinkPower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  285. val tweedieVariancePower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  286. 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
  287. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  288. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  289. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  290. val weightCol: NullableStringParam
    Attributes
    protected
  291. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Inherited from HasInteractionPairs

Inherited from HasBetaConstraints

Inherited from HasPlugValues

Inherited from HasIgnoredCols

Inherited from HasRandomCols

Inherited from H2OAlgoCommonUtils

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from Logging

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