Packages

c

ai.h2o.sparkling.ml.models

H2OTargetEncoderModel

class H2OTargetEncoderModel extends Model[H2OTargetEncoderModel] with H2OTargetEncoderBase with MLWritable with RestCommunication

Linear Supertypes
RestCommunication, RestEncodingUtils, Logging, MLWritable, H2OTargetEncoderBase, H2OTargetEncoderMOJOParams, Model[H2OTargetEncoderModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. H2OTargetEncoderModel
  2. RestCommunication
  3. RestEncodingUtils
  4. Logging
  5. MLWritable
  6. H2OTargetEncoderBase
  7. H2OTargetEncoderMOJOParams
  8. Model
  9. Transformer
  10. PipelineStage
  11. Logging
  12. Params
  13. Serializable
  14. Serializable
  15. Identifiable
  16. AnyRef
  17. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OTargetEncoderModel(uid: String, targetEncoderModel: Option[H2OModel])

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. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. final val blendedAvgEnabled: BooleanParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  7. final val blendedAvgInflectionPoint: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  8. final val blendedAvgSmoothing: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  9. def checkResponseCode(connection: HttpURLConnection, confirmationLoggingLevel: LoggingLevel): Unit
    Definition Classes
    RestCommunication
  10. final def clear(param: Param[_]): H2OTargetEncoderModel.this.type
    Definition Classes
    Params
  11. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  12. def copy(extra: ParamMap): H2OTargetEncoderModel
    Definition Classes
    H2OTargetEncoderModel → Model → Transformer → PipelineStage → Params
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. def delete(endpoint: URI, suffix: String, conf: H2OConf): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  16. 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
  17. def downloadBinaryURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  18. def downloadStringURLContent(endpoint: URI, suffix: String, conf: H2OConf, file: File): Unit
    Attributes
    protected
    Definition Classes
    RestCommunication
  19. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  20. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  21. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  22. def explainParams(): String
    Definition Classes
    Params
  23. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  24. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  25. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  26. final val foldCol: NullableStringParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  27. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  28. def getBlendedAvgEnabled(): Boolean
    Definition Classes
    H2OTargetEncoderMOJOParams
  29. def getBlendedAvgInflectionPoint(): Double
    Definition Classes
    H2OTargetEncoderMOJOParams
  30. def getBlendedAvgSmoothing(): Double
    Definition Classes
    H2OTargetEncoderMOJOParams
  31. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  32. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  33. def getFoldCol(): String
    Definition Classes
    H2OTargetEncoderMOJOParams
  34. def getHoldoutStrategy(): String
    Definition Classes
    H2OTargetEncoderMOJOParams
  35. def getInputCols(): Array[Array[String]]
    Definition Classes
    H2OTargetEncoderMOJOParams
  36. def getLabelCol(): String
    Definition Classes
    H2OTargetEncoderMOJOParams
  37. def getNoise(): Double
    Definition Classes
    H2OTargetEncoderMOJOParams
  38. def getNoiseSeed(): Long
    Definition Classes
    H2OTargetEncoderMOJOParams
  39. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  40. def getOutputCols(): Array[String]
    Definition Classes
    H2OTargetEncoderMOJOParams
  41. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  42. def getProblemType(): String
    Definition Classes
    H2OTargetEncoderMOJOParams
  43. val groupColumnsSeparator: String
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  44. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  45. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  46. def hasParent: Boolean
    Definition Classes
    Model
  47. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  48. final val holdoutStrategy: Param[String]
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  49. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  50. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  51. final val inputCols: NullableStringArrayArrayParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  52. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  53. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  54. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  55. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  56. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  57. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  58. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  59. final val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  60. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  61. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  62. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  63. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  66. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  67. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  68. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  71. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  72. lazy val mojoModel: H2OTargetEncoderMOJOModel
  73. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  74. final val noise: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  75. final val noiseSeed: LongParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  76. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  77. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  78. final val outputCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  79. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  80. var parent: Estimator[H2OTargetEncoderModel]
    Definition Classes
    Model
  81. final val problemType: Param[String]
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderMOJOParams
  82. 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
  83. 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
  84. 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
  85. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  86. final def set(paramPair: ParamPair[_]): H2OTargetEncoderModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  87. final def set(param: String, value: Any): H2OTargetEncoderModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  88. final def set[T](param: Param[T], value: T): H2OTargetEncoderModel.this.type
    Definition Classes
    Params
  89. final def setDefault(paramPairs: ParamPair[_]*): H2OTargetEncoderModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  90. final def setDefault[T](param: Param[T], value: T): H2OTargetEncoderModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  91. def setParent(parent: Estimator[H2OTargetEncoderModel]): H2OTargetEncoderModel
    Definition Classes
    Model
  92. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  93. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  94. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  95. def stringifyPair(pair: Tuple2[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  96. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  97. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  98. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  99. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  100. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    H2OTargetEncoderModel → Transformer
  101. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  102. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  103. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OTargetEncoderBase → PipelineStage
  104. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  105. def transformTrainingDataset(dataset: Dataset[_]): DataFrame
  106. val uid: String
    Definition Classes
    H2OTargetEncoderModel → Identifiable
  107. 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
  108. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  109. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  110. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  111. def write: MLWriter
    Definition Classes
    H2OTargetEncoderModel → MLWritable
  112. object LoggingLevel extends Enumeration
    Definition Classes
    RestCommunication

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from MLWritable

Inherited from H2OTargetEncoderBase

Inherited from H2OTargetEncoderMOJOParams

Inherited from Model[H2OTargetEncoderModel]

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped