Trait

ai.h2o.sparkling.ml.algos

H2OAlgoCommonUtils

Related Doc: package algos

Permalink

trait H2OAlgoCommonUtils extends H2OCommonParams with EstimatorCommonUtils

Linear Supertypes
EstimatorCommonUtils, RestCommunication, RestEncodingUtils, H2OCommonParams, H2OMOJOAlgoSharedParams, Logging, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
H2OAlgorithm, H2OAutoML, H2ODRF, H2ODeepLearning, H2OGBM, H2OGLM, H2OGridSearch, H2OKMeans, H2OSupervisedAlgorithm, H2OTreeBasedSupervisedAlgorithm, H2OUnsupervisedAlgorithm, H2OXGBoost
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. H2OAlgoCommonUtils
  2. EstimatorCommonUtils
  3. RestCommunication
  4. RestEncodingUtils
  5. H2OCommonParams
  6. H2OMOJOAlgoSharedParams
  7. Logging
  8. Logging
  9. Params
  10. Serializable
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

    Permalink
    Definition Classes
    Params

  2. abstract def getExcludedCols(): Seq[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  3. abstract val uid: String

    Permalink
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  6. def checkResponseCode(connection: HttpURLConnection): Unit

    Permalink
    Definition Classes
    RestCommunication

  7. final def clear(param: Param[_]): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    Params

  8. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  9. final val columnsToCategorical: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  10. final val convertInvalidNumbersToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  11. final val convertUnknownCategoricalLevelsToNa: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  12. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  13. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  14. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  15. final val detailedPredictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  16. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  17. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  18. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  19. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  20. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params

  21. def explainParams(): String

    Permalink
    Definition Classes
    Params

  22. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

  23. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params

  24. final val featuresCols: StringArrayParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  25. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  26. final val foldCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  27. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  28. def getAllStringColumnsToCategorical(): Boolean

    Permalink
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$2 , x$1 )

  29. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any

  30. def getColumnsToCategorical(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams

  31. def getConvertInvalidNumbersToNa(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  32. def getConvertUnknownCategoricalLevelsToNa(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  33. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  34. def getDetailedPredictionCol(): String

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  35. def getFeaturesCols(): Array[String]

    Permalink
    Definition Classes
    H2OCommonParams → H2OMOJOAlgoSharedParams

  36. def getFoldCol(): String

    Permalink
    Definition Classes
    H2OCommonParams

  37. def getNamedMojoOutputColumns(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  38. def getNfolds(): Int

    Permalink
    Definition Classes
    H2OCommonParams

  39. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params

  40. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params

  41. def getPredictionCol(): String

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  42. def getSeed(): Long

    Permalink
    Definition Classes
    H2OCommonParams

  43. def getSplitRatio(): Double

    Permalink
    Definition Classes
    H2OCommonParams

  44. def getWeightCol(): String

    Permalink
    Definition Classes
    H2OCommonParams

  45. def getWithDetailedPredictionCol(): Boolean

    Permalink
    Definition Classes
    H2OMOJOAlgoSharedParams

  46. final def hasDefault[T](param: Param[T]): Boolean

    Permalink
    Definition Classes
    Params

  47. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  48. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  49. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  50. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  51. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream

    Permalink
    Definition Classes
    RestCommunication

  52. final def isDefined(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  53. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  54. def isPrimitiveType(value: Any): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  55. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  56. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  57. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  58. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  59. def logDebug(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  60. def logError(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  61. def logError(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  62. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  63. def logInfo(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  64. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  65. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  66. def logTrace(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  67. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  68. def logWarning(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  69. final val namedMojoOutputColumns: Param[Boolean]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  70. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  71. final val nfolds: IntParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  72. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  73. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  74. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params

  75. final val predictionCol: Param[String]

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

  76. def prepareDatasetForFitting(dataset: Dataset[_]): (H2OFrame, Option[H2OFrame], Array[String])

    Permalink
    Attributes
    protected

  77. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)])(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  78. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean): InputStream

    Permalink
    Attributes
    protected
    Definition Classes
    RestCommunication

  79. def request[ResultType](endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  80. def sanitize(colName: String): String

    Permalink

  81. final val seed: LongParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  82. final def set(paramPair: ParamPair[_]): H2OAlgoCommonUtils.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  83. final def set(param: String, value: Any): H2OAlgoCommonUtils.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  84. final def set[T](param: Param[T], value: T): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    Params

  85. def setAllStringColumnsToCategorical(value: Boolean): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    H2OCommonParams
    Annotations
    @DeprecatedMethod( x$4 , x$3 )

  86. def setColumnsToCategorical(columns: Array[String]): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  87. def setColumnsToCategorical(first: String, others: String*): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  88. def setConvertInvalidNumbersToNa(value: Boolean): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  89. def setConvertUnknownCategoricalLevelsToNa(value: Boolean): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  90. final def setDefault(paramPairs: ParamPair[_]*): H2OAlgoCommonUtils.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  91. final def setDefault[T](param: Param[T], value: T): H2OAlgoCommonUtils.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  92. def setDetailedPredictionCol(columnName: String): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  93. def setFeaturesCol(first: String): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  94. def setFeaturesCols(columnNames: Array[String]): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  95. def setFeaturesCols(first: String, others: String*): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  96. def setFoldCol(columnName: String): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  97. def setNamedMojoOutputColumns(value: Boolean): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  98. def setNfolds(value: Int): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  99. def setPredictionCol(columnName: String): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  100. def setSeed(value: Long): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  101. def setSplitRatio(ratio: Double): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  102. def setWeightCol(columnName: String): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  103. def setWithDetailedPredictionCol(enabled: Boolean): H2OAlgoCommonUtils.this.type

    Permalink
    Definition Classes
    H2OCommonParams

  104. final val splitRatio: DoubleParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  105. def stringify(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  106. def stringifyArray(arr: Array[_]): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  107. def stringifyMap(map: Map[_, _]): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  108. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  109. def stringifyPrimitiveParam(value: Any): String

    Permalink
    Attributes
    protected
    Definition Classes
    RestEncodingUtils

  110. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef

  111. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  112. def trainAndGetDestinationKey(endpointSuffix: String, params: Map[String, Any], encodeParamsAsJson: Boolean = false): String

    Permalink
    Attributes
    protected
    Definition Classes
    EstimatorCommonUtils

  113. def update[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)], encodeParamsAsJson: Boolean)(implicit arg0: ClassTag[ResultType]): ResultType

    Permalink
    Definition Classes
    RestCommunication

  114. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  115. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  116. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  117. final val weightCol: NullableStringParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OCommonParams

  118. final val withDetailedPredictionCol: BooleanParam

    Permalink
    Attributes
    protected
    Definition Classes
    H2OMOJOAlgoSharedParams

Inherited from EstimatorCommonUtils

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from H2OCommonParams

Inherited from H2OMOJOAlgoSharedParams

Inherited from Logging

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped