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 buildNullModel: BooleanParam
    Attributes
    protected
  14. val calcLike: BooleanParam
    Attributes
    protected
  15. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  16. val checkpoint: NullableStringParam
    Attributes
    protected
  17. val classSamplingFactors: NullableFloatArrayParam
    Attributes
    protected
  18. final def clear(param: Param[_]): H2OGLMParams.this.type
    Definition Classes
    Params
  19. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  20. val coldStart: BooleanParam
    Attributes
    protected
  21. val computePValues: BooleanParam
    Attributes
    protected
  22. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  23. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  24. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  25. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  26. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  27. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  28. val customMetricFunc: NullableStringParam
    Attributes
    protected
  29. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  30. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  31. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  32. 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
  33. val dispersionEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  34. val dispersionLearningRate: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  35. val dispersionParameterMethod: Param[String]
    Attributes
    protected
  36. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  37. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  38. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  39. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  40. val earlyStopping: BooleanParam
    Attributes
    protected
  41. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  42. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  43. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  44. def explainParams(): String
    Definition Classes
    Params
  45. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  46. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  47. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  48. val family: Param[String]
    Attributes
    protected
  49. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  50. val fixDispersionParameter: BooleanParam
    Attributes
    protected
  51. val fixTweedieVariancePower: BooleanParam
    Attributes
    protected
  52. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  53. val foldAssignment: Param[String]
    Attributes
    protected
  54. val foldCol: NullableStringParam
    Attributes
    protected
  55. val generateScoringHistory: BooleanParam
    Attributes
    protected
  56. val generateVariableInflationFactors: BooleanParam
    Attributes
    protected
  57. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  58. def getAlphaValue(): Array[Double]
  59. def getAucType(): String
  60. def getBalanceClasses(): Boolean
  61. def getBetaConstraints(): DataFrame
    Definition Classes
    HasBetaConstraints
  62. def getBetaEpsilon(): Double
  63. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  64. def getBuildNullModel(): Boolean
  65. def getCalcLike(): Boolean
  66. def getCheckpoint(): String
  67. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  68. def getClassSamplingFactors(): Array[Float]
  69. def getColdStart(): Boolean
  70. def getComputePValues(): Boolean
  71. def getCustomMetricFunc(): String
  72. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  73. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  74. def getDispersionEpsilon(): Double
  75. def getDispersionLearningRate(): Double
  76. def getDispersionParameterMethod(): String
  77. def getEarlyStopping(): Boolean
  78. def getExportCheckpointsDir(): String
  79. def getFamily(): String
  80. def getFixDispersionParameter(): Boolean
  81. def getFixTweedieVariancePower(): Boolean
  82. def getFoldAssignment(): String
  83. def getFoldCol(): String
  84. def getGenerateScoringHistory(): Boolean
  85. def getGenerateVariableInflationFactors(): Boolean
  86. def getGradientEpsilon(): Double
  87. def getHGLM(): Boolean
  88. def getIgnoreConstCols(): Boolean
  89. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  90. def getInitDispersionParameter(): Double
  91. def getInteractionPairs(): Array[(String, String)]
    Definition Classes
    HasInteractionPairs
  92. def getInteractions(): Array[String]
  93. def getIntercept(): Boolean
  94. def getKeepCrossValidationFoldAssignment(): Boolean
  95. def getKeepCrossValidationModels(): Boolean
  96. def getKeepCrossValidationPredictions(): Boolean
  97. def getLabelCol(): String
  98. def getLambdaMinRatio(): Double
  99. def getLambdaSearch(): Boolean
  100. def getLambdaValue(): Array[Double]
  101. def getLink(): String
  102. def getMaxActivePredictors(): Int
  103. def getMaxAfterBalanceSize(): Float
  104. def getMaxConfusionMatrixSize(): Int
  105. def getMaxIterations(): Int
  106. def getMaxIterationsDispersion(): Int
  107. def getMaxRuntimeSecs(): Double
  108. def getMissingValuesHandling(): String
  109. def getModelId(): String
  110. def getNfolds(): Int
  111. def getNlambdas(): Int
  112. def getNonNegative(): Boolean
  113. def getObjReg(): Double
  114. def getObjectiveEpsilon(): Double
  115. def getOffsetCol(): String
  116. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  117. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  118. def getPlugValues(): Map[String, Any]
    Definition Classes
    HasPlugValues
  119. def getPrior(): Double
  120. def getRandomCols(): Array[String]
    Definition Classes
    HasRandomCols
  121. def getRandomFamily(): Array[String]
  122. def getRandomLink(): Array[String]
  123. def getRemoveCollinearCols(): Boolean
  124. def getScoreEachIteration(): Boolean
  125. def getScoreIterationInterval(): Int
  126. def getSeed(): Long
  127. def getSolver(): String
  128. def getStandardize(): Boolean
  129. def getStartval(): Array[Double]
  130. def getStoppingMetric(): String
  131. def getStoppingRounds(): Int
  132. def getStoppingTolerance(): Double
  133. def getTheta(): Double
  134. def getTweedieEpsilon(): Double
  135. def getTweedieLinkPower(): Double
  136. def getTweedieVariancePower(): Double
  137. def getWeightCol(): String
  138. val gradientEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  139. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  140. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  141. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  142. val ignoreConstCols: BooleanParam
    Attributes
    protected
  143. val initDispersionParameter: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  144. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  145. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  146. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  147. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  148. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  149. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  150. val interactions: NullableStringArrayParam
    Attributes
    protected
  151. val intercept: BooleanParam
    Attributes
    protected
  152. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  153. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  154. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  155. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  156. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  157. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
  158. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
  159. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
  160. val labelCol: Param[String]
    Attributes
    protected
  161. val lambdaMinRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  162. val lambdaSearch: BooleanParam
    Attributes
    protected
  163. val lambdaValue: NullableDoubleArrayParam
    Attributes
    protected
  164. val link: Param[String]
    Attributes
    protected
  165. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  166. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  167. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  168. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  169. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  170. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  171. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  172. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  173. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  174. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  175. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  176. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  177. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  178. val maxActivePredictors: IntParam
    Attributes
    protected
  179. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
  180. val maxConfusionMatrixSize: IntParam
    Attributes
    protected
  181. val maxIterations: IntParam
    Attributes
    protected
  182. val maxIterationsDispersion: IntParam
    Attributes
    protected
  183. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  184. val missingValuesHandling: Param[String]
    Attributes
    protected
  185. val modelId: NullableStringParam
    Attributes
    protected
  186. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  187. val nfolds: IntParam
    Attributes
    protected
  188. val nlambdas: IntParam
    Attributes
    protected
  189. val nonNegative: BooleanParam
    Attributes
    protected
  190. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  191. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  192. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  193. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  194. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  195. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  196. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  197. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  198. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  199. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  200. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  201. val objReg: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  202. val objectiveEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  203. val offsetCol: NullableStringParam
    Attributes
    protected
  204. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  205. def paramTag: ClassTag[GLMParameters]
    Attributes
    protected
  206. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  207. val prior: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  208. 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
  209. val randomFamily: NullableStringArrayParam
    Attributes
    protected
  210. val randomLink: NullableStringArrayParam
    Attributes
    protected
  211. 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
  212. val removeCollinearCols: BooleanParam
    Attributes
    protected
  213. 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
  214. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  215. val scoreEachIteration: BooleanParam
    Attributes
    protected
  216. val scoreIterationInterval: IntParam
    Attributes
    protected
  217. val seed: LongParam
    Attributes
    protected
  218. final def set(paramPair: ParamPair[_]): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  219. final def set(param: String, value: Any): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  220. final def set[T](param: Param[T], value: T): H2OGLMParams.this.type
    Definition Classes
    Params
  221. def setAlphaValue(value: Array[Double]): H2OGLMParams.this.type
  222. def setAucType(value: String): H2OGLMParams.this.type
  223. def setBalanceClasses(value: Boolean): H2OGLMParams.this.type
  224. def setBetaConstraints(value: DataFrame): H2OGLMParams.this.type
    Definition Classes
    HasBetaConstraints
  225. def setBetaEpsilon(value: Double): H2OGLMParams.this.type
  226. def setBuildNullModel(value: Boolean): H2OGLMParams.this.type
  227. def setCalcLike(value: Boolean): H2OGLMParams.this.type
  228. def setCheckpoint(value: String): H2OGLMParams.this.type
  229. def setClassSamplingFactors(value: Array[Float]): H2OGLMParams.this.type
  230. def setColdStart(value: Boolean): H2OGLMParams.this.type
  231. def setComputePValues(value: Boolean): H2OGLMParams.this.type
  232. def setCustomMetricFunc(value: String): H2OGLMParams.this.type
  233. final def setDefault(paramPairs: ParamPair[_]*): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  234. final def setDefault[T](param: Param[T], value: T): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  235. def setDispersionEpsilon(value: Double): H2OGLMParams.this.type
  236. def setDispersionLearningRate(value: Double): H2OGLMParams.this.type
  237. def setDispersionParameterMethod(value: String): H2OGLMParams.this.type
  238. def setEarlyStopping(value: Boolean): H2OGLMParams.this.type
  239. def setExportCheckpointsDir(value: String): H2OGLMParams.this.type
  240. def setFamily(value: String): H2OGLMParams.this.type
  241. def setFixDispersionParameter(value: Boolean): H2OGLMParams.this.type
  242. def setFixTweedieVariancePower(value: Boolean): H2OGLMParams.this.type
  243. def setFoldAssignment(value: String): H2OGLMParams.this.type
  244. def setFoldCol(value: String): H2OGLMParams.this.type
  245. def setGenerateScoringHistory(value: Boolean): H2OGLMParams.this.type
  246. def setGenerateVariableInflationFactors(value: Boolean): H2OGLMParams.this.type
  247. def setGradientEpsilon(value: Double): H2OGLMParams.this.type
  248. def setHGLM(value: Boolean): H2OGLMParams.this.type
  249. def setIgnoreConstCols(value: Boolean): H2OGLMParams.this.type
  250. def setIgnoredCols(value: Array[String]): H2OGLMParams.this.type
    Definition Classes
    HasIgnoredCols
  251. def setInitDispersionParameter(value: Double): H2OGLMParams.this.type
  252. def setInteractionPairs(value: Array[(String, String)]): H2OGLMParams.this.type
    Definition Classes
    HasInteractionPairs
  253. def setInteractions(value: Array[String]): H2OGLMParams.this.type
  254. def setIntercept(value: Boolean): H2OGLMParams.this.type
  255. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMParams.this.type
  256. def setKeepCrossValidationModels(value: Boolean): H2OGLMParams.this.type
  257. def setKeepCrossValidationPredictions(value: Boolean): H2OGLMParams.this.type
  258. def setLabelCol(value: String): H2OGLMParams.this.type
  259. def setLambdaMinRatio(value: Double): H2OGLMParams.this.type
  260. def setLambdaSearch(value: Boolean): H2OGLMParams.this.type
  261. def setLambdaValue(value: Array[Double]): H2OGLMParams.this.type
  262. def setLink(value: String): H2OGLMParams.this.type
  263. def setMaxActivePredictors(value: Int): H2OGLMParams.this.type
  264. def setMaxAfterBalanceSize(value: Float): H2OGLMParams.this.type
  265. def setMaxConfusionMatrixSize(value: Int): H2OGLMParams.this.type
  266. def setMaxIterations(value: Int): H2OGLMParams.this.type
  267. def setMaxIterationsDispersion(value: Int): H2OGLMParams.this.type
  268. def setMaxRuntimeSecs(value: Double): H2OGLMParams.this.type
  269. def setMissingValuesHandling(value: String): H2OGLMParams.this.type
  270. def setModelId(value: String): H2OGLMParams.this.type
  271. def setNfolds(value: Int): H2OGLMParams.this.type
  272. def setNlambdas(value: Int): H2OGLMParams.this.type
  273. def setNonNegative(value: Boolean): H2OGLMParams.this.type
  274. def setObjReg(value: Double): H2OGLMParams.this.type
  275. def setObjectiveEpsilon(value: Double): H2OGLMParams.this.type
  276. def setOffsetCol(value: String): H2OGLMParams.this.type
  277. def setPlugValues(value: Map[String, Any]): H2OGLMParams.this.type
    Definition Classes
    HasPlugValues
  278. def setPrior(value: Double): H2OGLMParams.this.type
  279. def setRandomCols(value: Array[String]): H2OGLMParams.this.type
    Definition Classes
    HasRandomCols
  280. def setRandomFamily(value: Array[String]): H2OGLMParams.this.type
  281. def setRandomLink(value: Array[String]): H2OGLMParams.this.type
  282. def setRemoveCollinearCols(value: Boolean): H2OGLMParams.this.type
  283. def setScoreEachIteration(value: Boolean): H2OGLMParams.this.type
  284. def setScoreIterationInterval(value: Int): H2OGLMParams.this.type
  285. def setSeed(value: Long): H2OGLMParams.this.type
  286. def setSolver(value: String): H2OGLMParams.this.type
  287. def setStandardize(value: Boolean): H2OGLMParams.this.type
  288. def setStartval(value: Array[Double]): H2OGLMParams.this.type
  289. def setStoppingMetric(value: String): H2OGLMParams.this.type
  290. def setStoppingRounds(value: Int): H2OGLMParams.this.type
  291. def setStoppingTolerance(value: Double): H2OGLMParams.this.type
  292. def setTheta(value: Double): H2OGLMParams.this.type
  293. def setTweedieEpsilon(value: Double): H2OGLMParams.this.type
  294. def setTweedieLinkPower(value: Double): H2OGLMParams.this.type
  295. def setTweedieVariancePower(value: Double): H2OGLMParams.this.type
  296. def setWeightCol(value: String): H2OGLMParams.this.type
  297. val solver: Param[String]
    Attributes
    protected
  298. val standardize: BooleanParam
    Attributes
    protected
  299. val startval: NullableDoubleArrayParam
    Attributes
    protected
  300. val stoppingMetric: Param[String]
    Attributes
    protected
  301. val stoppingRounds: IntParam
    Attributes
    protected
  302. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  303. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  304. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  305. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  306. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  307. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  308. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  309. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  310. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  311. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  312. val theta: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  313. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  314. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  315. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  316. val tweedieEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  317. val tweedieLinkPower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  318. val tweedieVariancePower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  319. 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
  320. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  321. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  322. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  323. val weightCol: NullableStringParam
    Attributes
    protected
  324. 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