t

ai.h2o.sparkling.ml.params

H2OGLMParams

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

Linear Supertypes
HasLinearConstraints, 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. HasLinearConstraints
  3. HasInteractionPairs
  4. HasBetaConstraints
  5. HasDataFrameSerializer
  6. HasPlugValues
  7. HasIgnoredCols
  8. HasRandomCols
  9. H2OAlgoCommonUtils
  10. EstimatorCommonUtils
  11. RestCommunication
  12. RestEncodingUtils
  13. Logging
  14. Logging
  15. H2OAlgoParamsBase
  16. H2OFrameLifecycle
  17. ParameterConstructorMethods
  18. Params
  19. Serializable
  20. Serializable
  21. Identifiable
  22. AnyRef
  23. 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. val constraintAlpha: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  23. val constraintBeta: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  24. val constraintC0: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  25. val constraintEta0: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  26. val constraintTau: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  27. def convert2dArrayToH2OFrame(input: Array[Array[Double]]): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  28. def convertDataFrameToH2OFrameKey(dataFrame: DataFrame): String
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  29. def convertMatrixToH2OFrameKeyArray(matrix: Array[DenseMatrix]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  30. def convertModelIdToKey(key: String): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  31. def convertVectorArrayToH2OFrameKeyArray(vectors: Array[DenseVector]): Array[String]
    Attributes
    protected
    Definition Classes
    H2OAlgoParamsBase
  32. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  33. val customMetricFunc: NullableStringParam
    Attributes
    protected
  34. final val dataFrameSerializer: Param[String]
    Attributes
    protected
    Definition Classes
    HasDataFrameSerializer
  35. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  36. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  37. 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
  38. val dispersionEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  39. val dispersionLearningRate: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  40. val dispersionParameterMethod: Param[String]
    Attributes
    protected
  41. def doubleArrayParam(name: String, doc: String): DoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  42. def doubleParam(name: String, doc: String): org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  43. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  44. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  45. val earlyStopping: BooleanParam
    Attributes
    protected
  46. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  47. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  48. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  49. def explainParams(): String
    Definition Classes
    Params
  50. val exportCheckpointsDir: NullableStringParam
    Attributes
    protected
  51. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  52. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  53. val family: Param[String]
    Attributes
    protected
  54. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  55. val fixDispersionParameter: BooleanParam
    Attributes
    protected
  56. val fixTweedieVariancePower: BooleanParam
    Attributes
    protected
  57. def floatParam(name: String, doc: String): FloatParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  58. val foldAssignment: Param[String]
    Attributes
    protected
  59. val foldCol: NullableStringParam
    Attributes
    protected
  60. val gainsliftBins: IntParam
    Attributes
    protected
  61. val generateScoringHistory: BooleanParam
    Attributes
    protected
  62. val generateVariableInflationFactors: BooleanParam
    Attributes
    protected
  63. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  64. def getAlphaValue(): Array[Double]
  65. def getAucType(): String
  66. def getBalanceClasses(): Boolean
  67. def getBetaConstraints(): DataFrame
    Definition Classes
    HasBetaConstraints
  68. def getBetaEpsilon(): Double
  69. def getBinaryModel(): H2OBinaryModel
    Definition Classes
    H2OAlgoCommonUtils
  70. def getBuildNullModel(): Boolean
  71. def getCalcLike(): Boolean
  72. def getCheckpoint(): String
  73. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  74. def getClassSamplingFactors(): Array[Float]
  75. def getColdStart(): Boolean
  76. def getComputePValues(): Boolean
  77. def getConstraintAlpha(): Double
  78. def getConstraintBeta(): Double
  79. def getConstraintC0(): Double
  80. def getConstraintEta0(): Double
  81. def getConstraintTau(): Double
  82. def getCustomMetricFunc(): String
  83. def getDataFrameSerializer(): String
    Definition Classes
    HasDataFrameSerializer
  84. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  85. def getDispersionEpsilon(): Double
  86. def getDispersionLearningRate(): Double
  87. def getDispersionParameterMethod(): String
  88. def getEarlyStopping(): Boolean
  89. def getExportCheckpointsDir(): String
  90. def getFamily(): String
  91. def getFixDispersionParameter(): Boolean
  92. def getFixTweedieVariancePower(): Boolean
  93. def getFoldAssignment(): String
  94. def getFoldCol(): String
  95. def getGainsliftBins(): Int
  96. def getGenerateScoringHistory(): Boolean
  97. def getGenerateVariableInflationFactors(): Boolean
  98. def getGradientEpsilon(): Double
  99. def getHGLM(): Boolean
  100. def getIgnoreConstCols(): Boolean
  101. def getIgnoredCols(): Array[String]
    Definition Classes
    HasIgnoredCols
  102. def getInfluence(): String
  103. def getInitDispersionParameter(): Double
  104. def getInitOptimalGlm(): Boolean
  105. def getInteractionPairs(): Array[(String, String)]
    Definition Classes
    HasInteractionPairs
  106. def getInteractions(): Array[String]
  107. def getIntercept(): Boolean
  108. def getKeepCrossValidationFoldAssignment(): Boolean
  109. def getKeepCrossValidationModels(): Boolean
  110. def getKeepCrossValidationPredictions(): Boolean
  111. def getLabelCol(): String
  112. def getLambdaMinRatio(): Double
  113. def getLambdaSearch(): Boolean
  114. def getLambdaValue(): Array[Double]
  115. def getLinearConstraints(): DataFrame
    Definition Classes
    HasLinearConstraints
  116. def getLink(): String
  117. def getMaxActivePredictors(): Int
  118. def getMaxAfterBalanceSize(): Float
  119. def getMaxConfusionMatrixSize(): Int
  120. def getMaxIterations(): Int
  121. def getMaxIterationsDispersion(): Int
  122. def getMaxRuntimeSecs(): Double
  123. def getMissingValuesHandling(): String
  124. def getModelId(): String
  125. def getNfolds(): Int
  126. def getNlambdas(): Int
  127. def getNonNegative(): Boolean
  128. def getObjReg(): Double
  129. def getObjectiveEpsilon(): Double
  130. def getOffsetCol(): String
  131. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  132. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  133. def getPlugValues(): Map[String, Any]
    Definition Classes
    HasPlugValues
  134. def getPrior(): Double
  135. def getRandomCols(): Array[String]
    Definition Classes
    HasRandomCols
  136. def getRandomFamily(): Array[String]
  137. def getRandomLink(): Array[String]
  138. def getRemoveCollinearCols(): Boolean
  139. def getScoreEachIteration(): Boolean
  140. def getScoreIterationInterval(): Int
  141. def getSeed(): Long
  142. def getSeparateLinearBeta(): Boolean
  143. def getSolver(): String
  144. def getStandardize(): Boolean
  145. def getStartval(): Array[Double]
  146. def getStoppingMetric(): String
  147. def getStoppingRounds(): Int
  148. def getStoppingTolerance(): Double
  149. def getTheta(): Double
  150. def getTweedieEpsilon(): Double
  151. def getTweedieLinkPower(): Double
  152. def getTweedieVariancePower(): Double
  153. def getWeightCol(): String
  154. val gradientEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  155. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  156. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  157. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  158. val ignoreConstCols: BooleanParam
    Attributes
    protected
  159. val influence: NullableStringParam
    Attributes
    protected
  160. val initDispersionParameter: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  161. val initOptimalGlm: BooleanParam
    Attributes
    protected
  162. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  163. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  164. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  165. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  166. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  167. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  168. val interactions: NullableStringArrayParam
    Attributes
    protected
  169. val intercept: BooleanParam
    Attributes
    protected
  170. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  171. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  172. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  173. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  174. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  175. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
  176. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
  177. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
  178. val labelCol: Param[String]
    Attributes
    protected
  179. val lambdaMinRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  180. val lambdaSearch: BooleanParam
    Attributes
    protected
  181. val lambdaValue: NullableDoubleArrayParam
    Attributes
    protected
  182. val link: Param[String]
    Attributes
    protected
  183. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  184. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  185. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  186. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  187. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  188. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  189. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  190. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  191. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  192. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  193. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  194. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  195. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  196. val maxActivePredictors: IntParam
    Attributes
    protected
  197. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
  198. val maxConfusionMatrixSize: IntParam
    Attributes
    protected
  199. val maxIterations: IntParam
    Attributes
    protected
  200. val maxIterationsDispersion: IntParam
    Attributes
    protected
  201. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  202. val missingValuesHandling: Param[String]
    Attributes
    protected
  203. val modelId: NullableStringParam
    Attributes
    protected
  204. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  205. val nfolds: IntParam
    Attributes
    protected
  206. val nlambdas: IntParam
    Attributes
    protected
  207. val nonNegative: BooleanParam
    Attributes
    protected
  208. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  209. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  210. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  211. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  212. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  213. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  214. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  215. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  216. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  217. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  218. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  219. val objReg: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  220. val objectiveEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  221. val offsetCol: NullableStringParam
    Attributes
    protected
  222. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  223. def paramTag: ClassTag[GLMParameters]
    Attributes
    protected
  224. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  225. val prior: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  226. 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
  227. val randomFamily: NullableStringArrayParam
    Attributes
    protected
  228. val randomLink: NullableStringArrayParam
    Attributes
    protected
  229. 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
  230. val removeCollinearCols: BooleanParam
    Attributes
    protected
  231. 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
  232. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  233. val scoreEachIteration: BooleanParam
    Attributes
    protected
  234. val scoreIterationInterval: IntParam
    Attributes
    protected
  235. val seed: LongParam
    Attributes
    protected
  236. val separateLinearBeta: BooleanParam
    Attributes
    protected
  237. final def set(paramPair: ParamPair[_]): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  238. final def set(param: String, value: Any): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  239. final def set[T](param: Param[T], value: T): H2OGLMParams.this.type
    Definition Classes
    Params
  240. def setAlphaValue(value: Array[Double]): H2OGLMParams.this.type
  241. def setAucType(value: String): H2OGLMParams.this.type
  242. def setBalanceClasses(value: Boolean): H2OGLMParams.this.type
  243. def setBetaConstraints(value: DataFrame): H2OGLMParams.this.type
    Definition Classes
    HasBetaConstraints
  244. def setBetaEpsilon(value: Double): H2OGLMParams.this.type
  245. def setBuildNullModel(value: Boolean): H2OGLMParams.this.type
  246. def setCalcLike(value: Boolean): H2OGLMParams.this.type
  247. def setCheckpoint(value: String): H2OGLMParams.this.type
  248. def setClassSamplingFactors(value: Array[Float]): H2OGLMParams.this.type
  249. def setColdStart(value: Boolean): H2OGLMParams.this.type
  250. def setComputePValues(value: Boolean): H2OGLMParams.this.type
  251. def setConstraintAlpha(value: Double): H2OGLMParams.this.type
  252. def setConstraintBeta(value: Double): H2OGLMParams.this.type
  253. def setConstraintC0(value: Double): H2OGLMParams.this.type
  254. def setConstraintEta0(value: Double): H2OGLMParams.this.type
  255. def setConstraintTau(value: Double): H2OGLMParams.this.type
  256. def setCustomMetricFunc(value: String): H2OGLMParams.this.type
  257. final def setDefault(paramPairs: ParamPair[_]*): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  258. final def setDefault[T](param: Param[T], value: T): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  259. def setDispersionEpsilon(value: Double): H2OGLMParams.this.type
  260. def setDispersionLearningRate(value: Double): H2OGLMParams.this.type
  261. def setDispersionParameterMethod(value: String): H2OGLMParams.this.type
  262. def setEarlyStopping(value: Boolean): H2OGLMParams.this.type
  263. def setExportCheckpointsDir(value: String): H2OGLMParams.this.type
  264. def setFamily(value: String): H2OGLMParams.this.type
  265. def setFixDispersionParameter(value: Boolean): H2OGLMParams.this.type
  266. def setFixTweedieVariancePower(value: Boolean): H2OGLMParams.this.type
  267. def setFoldAssignment(value: String): H2OGLMParams.this.type
  268. def setFoldCol(value: String): H2OGLMParams.this.type
  269. def setGainsliftBins(value: Int): H2OGLMParams.this.type
  270. def setGenerateScoringHistory(value: Boolean): H2OGLMParams.this.type
  271. def setGenerateVariableInflationFactors(value: Boolean): H2OGLMParams.this.type
  272. def setGradientEpsilon(value: Double): H2OGLMParams.this.type
  273. def setHGLM(value: Boolean): H2OGLMParams.this.type
  274. def setIgnoreConstCols(value: Boolean): H2OGLMParams.this.type
  275. def setIgnoredCols(value: Array[String]): H2OGLMParams.this.type
    Definition Classes
    HasIgnoredCols
  276. def setInfluence(value: String): H2OGLMParams.this.type
  277. def setInitDispersionParameter(value: Double): H2OGLMParams.this.type
  278. def setInitOptimalGlm(value: Boolean): H2OGLMParams.this.type
  279. def setInteractionPairs(value: Array[(String, String)]): H2OGLMParams.this.type
    Definition Classes
    HasInteractionPairs
  280. def setInteractions(value: Array[String]): H2OGLMParams.this.type
  281. def setIntercept(value: Boolean): H2OGLMParams.this.type
  282. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMParams.this.type
  283. def setKeepCrossValidationModels(value: Boolean): H2OGLMParams.this.type
  284. def setKeepCrossValidationPredictions(value: Boolean): H2OGLMParams.this.type
  285. def setLabelCol(value: String): H2OGLMParams.this.type
  286. def setLambdaMinRatio(value: Double): H2OGLMParams.this.type
  287. def setLambdaSearch(value: Boolean): H2OGLMParams.this.type
  288. def setLambdaValue(value: Array[Double]): H2OGLMParams.this.type
  289. def setLinearConstraints(value: DataFrame): H2OGLMParams.this.type
    Definition Classes
    HasLinearConstraints
  290. def setLink(value: String): H2OGLMParams.this.type
  291. def setMaxActivePredictors(value: Int): H2OGLMParams.this.type
  292. def setMaxAfterBalanceSize(value: Float): H2OGLMParams.this.type
  293. def setMaxConfusionMatrixSize(value: Int): H2OGLMParams.this.type
  294. def setMaxIterations(value: Int): H2OGLMParams.this.type
  295. def setMaxIterationsDispersion(value: Int): H2OGLMParams.this.type
  296. def setMaxRuntimeSecs(value: Double): H2OGLMParams.this.type
  297. def setMissingValuesHandling(value: String): H2OGLMParams.this.type
  298. def setModelId(value: String): H2OGLMParams.this.type
  299. def setNfolds(value: Int): H2OGLMParams.this.type
  300. def setNlambdas(value: Int): H2OGLMParams.this.type
  301. def setNonNegative(value: Boolean): H2OGLMParams.this.type
  302. def setObjReg(value: Double): H2OGLMParams.this.type
  303. def setObjectiveEpsilon(value: Double): H2OGLMParams.this.type
  304. def setOffsetCol(value: String): H2OGLMParams.this.type
  305. def setPlugValues(value: Map[String, Any]): H2OGLMParams.this.type
    Definition Classes
    HasPlugValues
  306. def setPrior(value: Double): H2OGLMParams.this.type
  307. def setRandomCols(value: Array[String]): H2OGLMParams.this.type
    Definition Classes
    HasRandomCols
  308. def setRandomFamily(value: Array[String]): H2OGLMParams.this.type
  309. def setRandomLink(value: Array[String]): H2OGLMParams.this.type
  310. def setRemoveCollinearCols(value: Boolean): H2OGLMParams.this.type
  311. def setScoreEachIteration(value: Boolean): H2OGLMParams.this.type
  312. def setScoreIterationInterval(value: Int): H2OGLMParams.this.type
  313. def setSeed(value: Long): H2OGLMParams.this.type
  314. def setSeparateLinearBeta(value: Boolean): H2OGLMParams.this.type
  315. def setSolver(value: String): H2OGLMParams.this.type
  316. def setStandardize(value: Boolean): H2OGLMParams.this.type
  317. def setStartval(value: Array[Double]): H2OGLMParams.this.type
  318. def setStoppingMetric(value: String): H2OGLMParams.this.type
  319. def setStoppingRounds(value: Int): H2OGLMParams.this.type
  320. def setStoppingTolerance(value: Double): H2OGLMParams.this.type
  321. def setTheta(value: Double): H2OGLMParams.this.type
  322. def setTweedieEpsilon(value: Double): H2OGLMParams.this.type
  323. def setTweedieLinkPower(value: Double): H2OGLMParams.this.type
  324. def setTweedieVariancePower(value: Double): H2OGLMParams.this.type
  325. def setWeightCol(value: String): H2OGLMParams.this.type
  326. val solver: Param[String]
    Attributes
    protected
  327. val standardize: BooleanParam
    Attributes
    protected
  328. val startval: NullableDoubleArrayParam
    Attributes
    protected
  329. val stoppingMetric: Param[String]
    Attributes
    protected
  330. val stoppingRounds: IntParam
    Attributes
    protected
  331. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  332. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  333. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  334. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  335. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  336. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  337. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  338. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  339. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  340. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  341. val theta: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  342. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  343. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  344. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  345. val tweedieEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  346. val tweedieLinkPower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  347. val tweedieVariancePower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  348. 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
  349. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  350. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  351. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  352. val weightCol: NullableStringParam
    Attributes
    protected
  353. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Inherited from HasLinearConstraints

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