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
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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 getInfluence(): String
  91. def getInitDispersionParameter(): Double
  92. def getInteractionPairs(): Array[(String, String)]
    Definition Classes
    HasInteractionPairs
  93. def getInteractions(): Array[String]
  94. def getIntercept(): Boolean
  95. def getKeepCrossValidationFoldAssignment(): Boolean
  96. def getKeepCrossValidationModels(): Boolean
  97. def getKeepCrossValidationPredictions(): Boolean
  98. def getLabelCol(): String
  99. def getLambdaMinRatio(): Double
  100. def getLambdaSearch(): Boolean
  101. def getLambdaValue(): Array[Double]
  102. def getLink(): String
  103. def getMaxActivePredictors(): Int
  104. def getMaxAfterBalanceSize(): Float
  105. def getMaxConfusionMatrixSize(): Int
  106. def getMaxIterations(): Int
  107. def getMaxIterationsDispersion(): Int
  108. def getMaxRuntimeSecs(): Double
  109. def getMissingValuesHandling(): String
  110. def getModelId(): String
  111. def getNfolds(): Int
  112. def getNlambdas(): Int
  113. def getNonNegative(): Boolean
  114. def getObjReg(): Double
  115. def getObjectiveEpsilon(): Double
  116. def getOffsetCol(): String
  117. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  118. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  119. def getPlugValues(): Map[String, Any]
    Definition Classes
    HasPlugValues
  120. def getPrior(): Double
  121. def getRandomCols(): Array[String]
    Definition Classes
    HasRandomCols
  122. def getRandomFamily(): Array[String]
  123. def getRandomLink(): Array[String]
  124. def getRemoveCollinearCols(): Boolean
  125. def getScoreEachIteration(): Boolean
  126. def getScoreIterationInterval(): Int
  127. def getSeed(): Long
  128. def getSolver(): String
  129. def getStandardize(): Boolean
  130. def getStartval(): Array[Double]
  131. def getStoppingMetric(): String
  132. def getStoppingRounds(): Int
  133. def getStoppingTolerance(): Double
  134. def getTheta(): Double
  135. def getTweedieEpsilon(): Double
  136. def getTweedieLinkPower(): Double
  137. def getTweedieVariancePower(): Double
  138. def getWeightCol(): String
  139. val gradientEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  140. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  141. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  142. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  143. val ignoreConstCols: BooleanParam
    Attributes
    protected
  144. val influence: NullableStringParam
    Attributes
    protected
  145. val initDispersionParameter: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  146. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  147. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  148. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  149. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  150. def intArrayParam(name: String, doc: String): IntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  151. def intParam(name: String, doc: String): IntParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  152. val interactions: NullableStringArrayParam
    Attributes
    protected
  153. val intercept: BooleanParam
    Attributes
    protected
  154. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  155. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  156. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  157. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  158. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  159. val keepCrossValidationFoldAssignment: BooleanParam
    Attributes
    protected
  160. val keepCrossValidationModels: BooleanParam
    Attributes
    protected
  161. val keepCrossValidationPredictions: BooleanParam
    Attributes
    protected
  162. val labelCol: Param[String]
    Attributes
    protected
  163. val lambdaMinRatio: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  164. val lambdaSearch: BooleanParam
    Attributes
    protected
  165. val lambdaValue: NullableDoubleArrayParam
    Attributes
    protected
  166. val link: Param[String]
    Attributes
    protected
  167. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  168. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  169. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  170. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  171. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  172. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  173. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  174. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  175. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  176. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  177. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  178. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  179. def longParam(name: String, doc: String): LongParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  180. val maxActivePredictors: IntParam
    Attributes
    protected
  181. val maxAfterBalanceSize: FloatParam
    Attributes
    protected
  182. val maxConfusionMatrixSize: IntParam
    Attributes
    protected
  183. val maxIterations: IntParam
    Attributes
    protected
  184. val maxIterationsDispersion: IntParam
    Attributes
    protected
  185. val maxRuntimeSecs: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  186. val missingValuesHandling: Param[String]
    Attributes
    protected
  187. val modelId: NullableStringParam
    Attributes
    protected
  188. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  189. val nfolds: IntParam
    Attributes
    protected
  190. val nlambdas: IntParam
    Attributes
    protected
  191. val nonNegative: BooleanParam
    Attributes
    protected
  192. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  193. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  194. def nullableBooleanArrayParam(name: String, doc: String): NullableBooleanArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  195. def nullableDoubleArrayArrayParam(name: String, doc: String): NullableDoubleArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  196. def nullableDoubleArrayParam(name: String, doc: String): NullableDoubleArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  197. def nullableFloatArrayParam(name: String, doc: String): NullableFloatArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  198. def nullableIntArrayParam(name: String, doc: String): NullableIntArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  199. def nullableStringArrayArrayParam(name: String, doc: String): NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  200. def nullableStringArrayParam(name: String, doc: String): NullableStringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  201. def nullableStringPairArrayParam(name: String, doc: String): NullableStringPairArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  202. def nullableStringParam(name: String, doc: String): NullableStringParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  203. val objReg: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  204. val objectiveEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  205. val offsetCol: NullableStringParam
    Attributes
    protected
  206. def param[T](name: String, doc: String): Param[T]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  207. def paramTag: ClassTag[GLMParameters]
    Attributes
    protected
  208. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  209. val prior: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  210. 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
  211. val randomFamily: NullableStringArrayParam
    Attributes
    protected
  212. val randomLink: NullableStringArrayParam
    Attributes
    protected
  213. 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
  214. val removeCollinearCols: BooleanParam
    Attributes
    protected
  215. 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
  216. def sanitize(colName: String): String
    Definition Classes
    H2OAlgoCommonUtils
  217. val scoreEachIteration: BooleanParam
    Attributes
    protected
  218. val scoreIterationInterval: IntParam
    Attributes
    protected
  219. val seed: LongParam
    Attributes
    protected
  220. final def set(paramPair: ParamPair[_]): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  221. final def set(param: String, value: Any): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  222. final def set[T](param: Param[T], value: T): H2OGLMParams.this.type
    Definition Classes
    Params
  223. def setAlphaValue(value: Array[Double]): H2OGLMParams.this.type
  224. def setAucType(value: String): H2OGLMParams.this.type
  225. def setBalanceClasses(value: Boolean): H2OGLMParams.this.type
  226. def setBetaConstraints(value: DataFrame): H2OGLMParams.this.type
    Definition Classes
    HasBetaConstraints
  227. def setBetaEpsilon(value: Double): H2OGLMParams.this.type
  228. def setBuildNullModel(value: Boolean): H2OGLMParams.this.type
  229. def setCalcLike(value: Boolean): H2OGLMParams.this.type
  230. def setCheckpoint(value: String): H2OGLMParams.this.type
  231. def setClassSamplingFactors(value: Array[Float]): H2OGLMParams.this.type
  232. def setColdStart(value: Boolean): H2OGLMParams.this.type
  233. def setComputePValues(value: Boolean): H2OGLMParams.this.type
  234. def setCustomMetricFunc(value: String): H2OGLMParams.this.type
  235. final def setDefault(paramPairs: ParamPair[_]*): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  236. final def setDefault[T](param: Param[T], value: T): H2OGLMParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  237. def setDispersionEpsilon(value: Double): H2OGLMParams.this.type
  238. def setDispersionLearningRate(value: Double): H2OGLMParams.this.type
  239. def setDispersionParameterMethod(value: String): H2OGLMParams.this.type
  240. def setEarlyStopping(value: Boolean): H2OGLMParams.this.type
  241. def setExportCheckpointsDir(value: String): H2OGLMParams.this.type
  242. def setFamily(value: String): H2OGLMParams.this.type
  243. def setFixDispersionParameter(value: Boolean): H2OGLMParams.this.type
  244. def setFixTweedieVariancePower(value: Boolean): H2OGLMParams.this.type
  245. def setFoldAssignment(value: String): H2OGLMParams.this.type
  246. def setFoldCol(value: String): H2OGLMParams.this.type
  247. def setGenerateScoringHistory(value: Boolean): H2OGLMParams.this.type
  248. def setGenerateVariableInflationFactors(value: Boolean): H2OGLMParams.this.type
  249. def setGradientEpsilon(value: Double): H2OGLMParams.this.type
  250. def setHGLM(value: Boolean): H2OGLMParams.this.type
  251. def setIgnoreConstCols(value: Boolean): H2OGLMParams.this.type
  252. def setIgnoredCols(value: Array[String]): H2OGLMParams.this.type
    Definition Classes
    HasIgnoredCols
  253. def setInfluence(value: String): H2OGLMParams.this.type
  254. def setInitDispersionParameter(value: Double): H2OGLMParams.this.type
  255. def setInteractionPairs(value: Array[(String, String)]): H2OGLMParams.this.type
    Definition Classes
    HasInteractionPairs
  256. def setInteractions(value: Array[String]): H2OGLMParams.this.type
  257. def setIntercept(value: Boolean): H2OGLMParams.this.type
  258. def setKeepCrossValidationFoldAssignment(value: Boolean): H2OGLMParams.this.type
  259. def setKeepCrossValidationModels(value: Boolean): H2OGLMParams.this.type
  260. def setKeepCrossValidationPredictions(value: Boolean): H2OGLMParams.this.type
  261. def setLabelCol(value: String): H2OGLMParams.this.type
  262. def setLambdaMinRatio(value: Double): H2OGLMParams.this.type
  263. def setLambdaSearch(value: Boolean): H2OGLMParams.this.type
  264. def setLambdaValue(value: Array[Double]): H2OGLMParams.this.type
  265. def setLink(value: String): H2OGLMParams.this.type
  266. def setMaxActivePredictors(value: Int): H2OGLMParams.this.type
  267. def setMaxAfterBalanceSize(value: Float): H2OGLMParams.this.type
  268. def setMaxConfusionMatrixSize(value: Int): H2OGLMParams.this.type
  269. def setMaxIterations(value: Int): H2OGLMParams.this.type
  270. def setMaxIterationsDispersion(value: Int): H2OGLMParams.this.type
  271. def setMaxRuntimeSecs(value: Double): H2OGLMParams.this.type
  272. def setMissingValuesHandling(value: String): H2OGLMParams.this.type
  273. def setModelId(value: String): H2OGLMParams.this.type
  274. def setNfolds(value: Int): H2OGLMParams.this.type
  275. def setNlambdas(value: Int): H2OGLMParams.this.type
  276. def setNonNegative(value: Boolean): H2OGLMParams.this.type
  277. def setObjReg(value: Double): H2OGLMParams.this.type
  278. def setObjectiveEpsilon(value: Double): H2OGLMParams.this.type
  279. def setOffsetCol(value: String): H2OGLMParams.this.type
  280. def setPlugValues(value: Map[String, Any]): H2OGLMParams.this.type
    Definition Classes
    HasPlugValues
  281. def setPrior(value: Double): H2OGLMParams.this.type
  282. def setRandomCols(value: Array[String]): H2OGLMParams.this.type
    Definition Classes
    HasRandomCols
  283. def setRandomFamily(value: Array[String]): H2OGLMParams.this.type
  284. def setRandomLink(value: Array[String]): H2OGLMParams.this.type
  285. def setRemoveCollinearCols(value: Boolean): H2OGLMParams.this.type
  286. def setScoreEachIteration(value: Boolean): H2OGLMParams.this.type
  287. def setScoreIterationInterval(value: Int): H2OGLMParams.this.type
  288. def setSeed(value: Long): H2OGLMParams.this.type
  289. def setSolver(value: String): H2OGLMParams.this.type
  290. def setStandardize(value: Boolean): H2OGLMParams.this.type
  291. def setStartval(value: Array[Double]): H2OGLMParams.this.type
  292. def setStoppingMetric(value: String): H2OGLMParams.this.type
  293. def setStoppingRounds(value: Int): H2OGLMParams.this.type
  294. def setStoppingTolerance(value: Double): H2OGLMParams.this.type
  295. def setTheta(value: Double): H2OGLMParams.this.type
  296. def setTweedieEpsilon(value: Double): H2OGLMParams.this.type
  297. def setTweedieLinkPower(value: Double): H2OGLMParams.this.type
  298. def setTweedieVariancePower(value: Double): H2OGLMParams.this.type
  299. def setWeightCol(value: String): H2OGLMParams.this.type
  300. val solver: Param[String]
    Attributes
    protected
  301. val standardize: BooleanParam
    Attributes
    protected
  302. val startval: NullableDoubleArrayParam
    Attributes
    protected
  303. val stoppingMetric: Param[String]
    Attributes
    protected
  304. val stoppingRounds: IntParam
    Attributes
    protected
  305. val stoppingTolerance: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  306. def stringArrayParam(name: String, doc: String): StringArrayParam
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  307. def stringParam(name: String, doc: String): Param[String]
    Attributes
    protected
    Definition Classes
    ParameterConstructorMethods
  308. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  309. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  310. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  311. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  312. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  313. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  314. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  315. val theta: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  316. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  317. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  318. def trainAndGetMOJOModel(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): H2OMOJOModel
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils
  319. val tweedieEpsilon: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  320. val tweedieLinkPower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  321. val tweedieVariancePower: org.apache.spark.ml.param.DoubleParam
    Attributes
    protected
  322. 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
  323. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  324. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  325. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  326. val weightCol: NullableStringParam
    Attributes
    protected
  327. 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