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, HasDataFrameSerializer, 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. HasDataFrameSerializer
  5. HasPlugValues
  6. HasIgnoredCols
  7. HasRandomCols
  8. H2OAlgoCommonUtils
  9. EstimatorCommonUtils
  10. RestCommunication
  11. RestEncodingUtils
  12. Logging
  13. Logging
  14. H2OAlgoParamsBase
  15. H2OFrameLifecycle
  16. ParameterConstructorMethods
  17. Params
  18. Serializable
  19. Serializable
  20. Identifiable
  21. AnyRef
  22. 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 val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  29. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  30. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  31. 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
  32. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  33. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  34. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  35. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  36. val earlyStopping: BooleanParam
    Attributes
    protected
  37. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  38. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  39. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  40. def explainParams(): String
    Definition Classes
    Params
  41. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  42. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  43. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  44. val family: Param[String]
    Attributes
    protected
  45. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  46. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  47. val foldAssignment: Param[String]
    Attributes
    protected
  48. val foldCol: NullableStringParam
    Attributes
    protected
  49. val generateScoringHistory: BooleanParam
    Attributes
    protected
  50. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  51. def getAlphaValue(): Array[Double]
  52. def getAucType(): String
  53. def getBalanceClasses(): Boolean
  54. def getBetaConstraints(): DataFrame
    Definition Classes
    HasBetaConstraints
  55. def getBetaEpsilon(): Double
  56. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  57. def getCalcLike(): Boolean
  58. def getCheckpoint(): String
  59. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  60. def getClassSamplingFactors(): Array[Float]
  61. def getColdStart(): Boolean
  62. def getComputePValues(): Boolean
  63. def getCustomMetricFunc(): String
  64. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  65. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  66. def getEarlyStopping(): Boolean
  67. def getExportCheckpointsDir(): String
  68. def getFamily(): String
  69. def getFoldAssignment(): String
  70. def getFoldCol(): String
  71. def getGenerateScoringHistory(): Boolean
  72. def getGradientEpsilon(): Double
  73. def getHGLM(): Boolean
  74. def getIgnoreConstCols(): Boolean
  75. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  76. def getInteractionPairs(): Array[(String, String)]
    Definition Classes
    HasInteractionPairs
  77. def getInteractions(): Array[String]
  78. def getIntercept(): Boolean
  79. def getKeepCrossValidationFoldAssignment(): Boolean
  80. def getKeepCrossValidationModels(): Boolean
  81. def getKeepCrossValidationPredictions(): Boolean
  82. def getLabelCol(): String
  83. def getLambdaMinRatio(): Double
  84. def getLambdaSearch(): Boolean
  85. def getLambdaValue(): Array[Double]
  86. def getLink(): String
  87. def getMaxActivePredictors(): Int
  88. def getMaxAfterBalanceSize(): Float
  89. def getMaxConfusionMatrixSize(): Int
  90. def getMaxIterations(): Int
  91. def getMaxRuntimeSecs(): Double
  92. def getMissingValuesHandling(): String
  93. def getModelId(): String
  94. def getNfolds(): Int
  95. def getNlambdas(): Int
  96. def getNonNegative(): Boolean
  97. def getObjReg(): Double
  98. def getObjectiveEpsilon(): Double
  99. def getOffsetCol(): String
  100. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  101. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  102. def getPlugValues(): Map[String, Any]
    Definition Classes
    HasPlugValues
  103. def getPrior(): Double
  104. def getRandomCols(): Array[String]
    Definition Classes
    HasRandomCols
  105. def getRandomFamily(): Array[String]
  106. def getRandomLink(): Array[String]
  107. def getRemoveCollinearCols(): Boolean
  108. def getScoreEachIteration(): Boolean
  109. def getScoreIterationInterval(): Int
  110. def getSeed(): Long
  111. def getSolver(): String
  112. def getStandardize(): Boolean
  113. def getStartval(): Array[Double]
  114. def getStoppingMetric(): String
  115. def getStoppingRounds(): Int
  116. def getStoppingTolerance(): Double
  117. def getTheta(): Double
  118. def getTweedieLinkPower(): Double
  119. def getTweedieVariancePower(): Double
  120. def getWeightCol(): String
  121. val gradientEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  122. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  123. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  124. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  125. val ignoreConstCols: BooleanParam
    Attributes
    protected
  126. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  127. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  128. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  129. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  130. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  131. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  132. val interactions: NullableStringArrayParam
    Attributes
    protected
  133. val intercept: BooleanParam
    Attributes
    protected
  134. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  135. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  136. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  137. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  138. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  139. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
  140. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
  141. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
  142. val labelCol: Param[String]
    Attributes
    protected
  143. val lambdaMinRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  144. val lambdaSearch: BooleanParam
    Attributes
    protected
  145. val lambdaValue: NullableDoubleArrayParam
    Attributes
    protected
  146. val link: Param[String]
    Attributes
    protected
  147. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  148. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  149. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  150. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  151. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  152. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  153. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  154. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  155. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  156. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  157. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  158. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  159. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  160. val maxActivePredictors: IntParam
    Attributes
    protected
  161. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
  162. val maxConfusionMatrixSize: IntParam
    Attributes
    protected
  163. val maxIterations: IntParam
    Attributes
    protected
  164. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  165. val missingValuesHandling: Param[String]
    Attributes
    protected
  166. val modelId: NullableStringParam
    Attributes
    protected
  167. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  168. val nfolds: IntParam
    Attributes
    protected
  169. val nlambdas: IntParam
    Attributes
    protected
  170. val nonNegative: BooleanParam
    Attributes
    protected
  171. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  172. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  173. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  174. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  175. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  176. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  177. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  178. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  179. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  180. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  181. val objReg: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  182. val objectiveEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  183. val offsetCol: NullableStringParam
    Attributes
    protected
  184. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  185. def paramTag: ClassTag[GLMParameters]
    Attributes
    protected
  186. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  187. val prior: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  188. 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
  189. val randomFamily: NullableStringArrayParam
    Attributes
    protected
  190. val randomLink: NullableStringArrayParam
    Attributes
    protected
  191. 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
  192. val removeCollinearCols: BooleanParam
    Attributes
    protected
  193. 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
  194. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  195. val scoreEachIteration: BooleanParam
    Attributes
    protected
  196. val scoreIterationInterval: IntParam
    Attributes
    protected
  197. val seed: LongParam
    Attributes
    protected
  198. final def set(paramPair: ParamPair[_]): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  199. final def set(param: String, value: Any): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  200. final def set[T](param: Param[T], value: T): H2OGLMParams.this.type
    Definition Classes
    Params
  201. def setAlphaValue(value: Array[Double]): H2OGLMParams.this.type
  202. def setAucType(value: String): H2OGLMParams.this.type
  203. def setBalanceClasses(value: Boolean): H2OGLMParams.this.type
  204. def setBetaConstraints(value: DataFrame): H2OGLMParams.this.type
    Definition Classes
    HasBetaConstraints
  205. def setBetaEpsilon(value: Double): H2OGLMParams.this.type
  206. def setCalcLike(value: Boolean): H2OGLMParams.this.type
  207. def setCheckpoint(value: String): H2OGLMParams.this.type
  208. def setClassSamplingFactors(value: Array[Float]): H2OGLMParams.this.type
  209. def setColdStart(value: Boolean): H2OGLMParams.this.type
  210. def setComputePValues(value: Boolean): H2OGLMParams.this.type
  211. def setCustomMetricFunc(value: String): H2OGLMParams.this.type
  212. final def setDefault(paramPairs: ParamPair[_]*): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  213. final def setDefault[T](param: Param[T], value: T): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  214. def setEarlyStopping(value: Boolean): H2OGLMParams.this.type
  215. def setExportCheckpointsDir(value: String): H2OGLMParams.this.type
  216. def setFamily(value: String): H2OGLMParams.this.type
  217. def setFoldAssignment(value: String): H2OGLMParams.this.type
  218. def setFoldCol(value: String): H2OGLMParams.this.type
  219. def setGenerateScoringHistory(value: Boolean): H2OGLMParams.this.type
  220. def setGradientEpsilon(value: Double): H2OGLMParams.this.type
  221. def setHGLM(value: Boolean): H2OGLMParams.this.type
  222. def setIgnoreConstCols(value: Boolean): H2OGLMParams.this.type
  223. def setIgnoredCols(value: Array[String]): H2OGLMParams.this.type
    Definition Classes
    HasIgnoredCols
  224. def setInteractionPairs(value: Array[(String, String)]): H2OGLMParams.this.type
    Definition Classes
    HasInteractionPairs
  225. def setInteractions(value: Array[String]): H2OGLMParams.this.type
  226. def setIntercept(value: Boolean): H2OGLMParams.this.type
  227. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMParams.this.type
  228. def setKeepCrossValidationModels(value: Boolean): H2OGLMParams.this.type
  229. def setKeepCrossValidationPredictions(value: Boolean): H2OGLMParams.this.type
  230. def setLabelCol(value: String): H2OGLMParams.this.type
  231. def setLambdaMinRatio(value: Double): H2OGLMParams.this.type
  232. def setLambdaSearch(value: Boolean): H2OGLMParams.this.type
  233. def setLambdaValue(value: Array[Double]): H2OGLMParams.this.type
  234. def setLink(value: String): H2OGLMParams.this.type
  235. def setMaxActivePredictors(value: Int): H2OGLMParams.this.type
  236. def setMaxAfterBalanceSize(value: Float): H2OGLMParams.this.type
  237. def setMaxConfusionMatrixSize(value: Int): H2OGLMParams.this.type
  238. def setMaxIterations(value: Int): H2OGLMParams.this.type
  239. def setMaxRuntimeSecs(value: Double): H2OGLMParams.this.type
  240. def setMissingValuesHandling(value: String): H2OGLMParams.this.type
  241. def setModelId(value: String): H2OGLMParams.this.type
  242. def setNfolds(value: Int): H2OGLMParams.this.type
  243. def setNlambdas(value: Int): H2OGLMParams.this.type
  244. def setNonNegative(value: Boolean): H2OGLMParams.this.type
  245. def setObjReg(value: Double): H2OGLMParams.this.type
  246. def setObjectiveEpsilon(value: Double): H2OGLMParams.this.type
  247. def setOffsetCol(value: String): H2OGLMParams.this.type
  248. def setPlugValues(value: Map[String, Any]): H2OGLMParams.this.type
    Definition Classes
    HasPlugValues
  249. def setPrior(value: Double): H2OGLMParams.this.type
  250. def setRandomCols(value: Array[String]): H2OGLMParams.this.type
    Definition Classes
    HasRandomCols
  251. def setRandomFamily(value: Array[String]): H2OGLMParams.this.type
  252. def setRandomLink(value: Array[String]): H2OGLMParams.this.type
  253. def setRemoveCollinearCols(value: Boolean): H2OGLMParams.this.type
  254. def setScoreEachIteration(value: Boolean): H2OGLMParams.this.type
  255. def setScoreIterationInterval(value: Int): H2OGLMParams.this.type
  256. def setSeed(value: Long): H2OGLMParams.this.type
  257. def setSolver(value: String): H2OGLMParams.this.type
  258. def setStandardize(value: Boolean): H2OGLMParams.this.type
  259. def setStartval(value: Array[Double]): H2OGLMParams.this.type
  260. def setStoppingMetric(value: String): H2OGLMParams.this.type
  261. def setStoppingRounds(value: Int): H2OGLMParams.this.type
  262. def setStoppingTolerance(value: Double): H2OGLMParams.this.type
  263. def setTheta(value: Double): H2OGLMParams.this.type
  264. def setTweedieLinkPower(value: Double): H2OGLMParams.this.type
  265. def setTweedieVariancePower(value: Double): H2OGLMParams.this.type
  266. def setWeightCol(value: String): H2OGLMParams.this.type
  267. val solver: Param[String]
    Attributes
    protected
  268. val standardize: BooleanParam
    Attributes
    protected
  269. val startval: NullableDoubleArrayParam
    Attributes
    protected
  270. val stoppingMetric: Param[String]
    Attributes
    protected
  271. val stoppingRounds: IntParam
    Attributes
    protected
  272. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  273. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  274. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  275. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  276. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  277. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  278. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  279. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  280. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  281. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  282. val theta: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  283. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  284. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  285. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  286. val tweedieLinkPower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  287. val tweedieVariancePower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  288. 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
  289. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  290. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  291. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  292. val weightCol: NullableStringParam
    Attributes
    protected
  293. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Inherited from HasInteractionPairs

Inherited from HasBetaConstraints

Inherited from HasDataFrameSerializer

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