Packages

c

ai.h2o.sparkling.ml.models

H2OTargetEncoderModel

class H2OTargetEncoderModel extends Model[H2OTargetEncoderModel] with H2OTargetEncoderBase with MLWritable with H2OTargetEncoderModelUtils with RestCommunication

Linear Supertypes
RestCommunication, RestEncodingUtils, Logging, H2OTargetEncoderModelUtils, MLWritable, H2OTargetEncoderBase, H2OTargetEncoderParams, 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. H2OTargetEncoderModelUtils
  6. MLWritable
  7. H2OTargetEncoderBase
  8. H2OTargetEncoderParams
  9. Model
  10. Transformer
  11. PipelineStage
  12. Logging
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new H2OTargetEncoderModel(uid: String, targetEncoderModel: 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
    H2OTargetEncoderParams
  7. final val blendedAvgInflectionPoint: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  8. final val blendedAvgSmoothing: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  9. def checkResponseCode(connection: HttpURLConnection): 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 convertRelevantColumnsToCategorical(frameKey: String): Unit
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderModelUtils
  13. def copy(extra: ParamMap): H2OTargetEncoderModel
    Definition Classes
    H2OTargetEncoderModel → Model → Transformer → PipelineStage → Params
  14. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  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
    H2OTargetEncoderParams
  27. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  28. def getBlendedAvgEnabled(): Boolean
    Definition Classes
    H2OTargetEncoderParams
  29. def getBlendedAvgInflectionPoint(): Double
    Definition Classes
    H2OTargetEncoderParams
  30. def getBlendedAvgSmoothing(): Double
    Definition Classes
    H2OTargetEncoderParams
  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
    H2OTargetEncoderParams
  34. def getHoldoutStrategy(): String
    Definition Classes
    H2OTargetEncoderParams
  35. def getInputCols(): Array[String]
    Definition Classes
    H2OTargetEncoderParams
  36. def getLabelCol(): String
    Definition Classes
    H2OTargetEncoderParams
  37. def getNoise(): Double
    Definition Classes
    H2OTargetEncoderParams
  38. def getNoiseSeed(): Long
    Definition Classes
    H2OTargetEncoderParams
  39. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  40. def getOutputCols(): Array[String]
    Definition Classes
    H2OTargetEncoderParams
  41. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  42. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  43. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  44. def hasParent: Boolean
    Definition Classes
    Model
  45. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  46. final val holdoutStrategy: Param[String]
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  47. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  48. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  49. final val inputCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  50. def insert(endpoint: URI, suffix: String, conf: H2OConf, streamWrapper: (OutputStream) ⇒ OutputStream, params: Map[String, Any]): OutputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  51. def insertToNode(node: NodeDesc, suffix: String, conf: H2OConf, params: Map[String, Any]): OutputStream
    Definition Classes
    RestCommunication
  52. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  53. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  54. def isPrimitiveType(value: Any): Boolean
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  55. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  56. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  57. final val labelCol: Param[String]
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  58. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  59. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  61. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  62. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  63. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  66. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  67. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  68. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. lazy val mojoModel: H2OTargetEncoderMOJOModel
  71. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  72. final val noise: DoubleParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  73. final val noiseSeed: LongParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  74. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  75. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  76. final val outputCols: StringArrayParam
    Attributes
    protected
    Definition Classes
    H2OTargetEncoderParams
  77. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  78. var parent: Estimator[H2OTargetEncoderModel]
    Definition Classes
    Model
  79. def query[ResultType](endpoint: URI, suffix: String, conf: H2OConf, params: Map[String, Any], skippedFields: Seq[(Class[_], String)])(implicit arg0: ClassTag[ResultType]): ResultType
    Definition Classes
    RestCommunication
  80. def readURLContent(endpoint: URI, requestType: String, suffix: String, conf: H2OConf, params: Map[String, Any], encodeParamsAsJson: Boolean): InputStream
    Attributes
    protected
    Definition Classes
    RestCommunication
  81. 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
    Definition Classes
    RestCommunication
  82. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  83. final def set(paramPair: ParamPair[_]): H2OTargetEncoderModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  84. final def set(param: String, value: Any): H2OTargetEncoderModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  85. final def set[T](param: Param[T], value: T): H2OTargetEncoderModel.this.type
    Definition Classes
    Params
  86. final def setDefault(paramPairs: ParamPair[_]*): H2OTargetEncoderModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  87. final def setDefault[T](param: Param[T], value: T): H2OTargetEncoderModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  88. def setParent(parent: Estimator[H2OTargetEncoderModel]): H2OTargetEncoderModel
    Definition Classes
    Model
  89. def stringify(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  90. def stringifyArray(arr: Array[_]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  91. def stringifyMap(map: Map[_, _]): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  92. def stringifyParams(params: Map[String, Any], encodeParamsAsJson: Boolean): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  93. def stringifyPrimitiveParam(value: Any): String
    Attributes
    protected
    Definition Classes
    RestEncodingUtils
  94. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  95. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  96. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    H2OTargetEncoderModel → Transformer
  97. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  98. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  99. def transformSchema(schema: StructType): StructType
    Definition Classes
    H2OTargetEncoderBase → PipelineStage
  100. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  101. def transformTrainingDataset(dataset: Dataset[_]): DataFrame
  102. val uid: String
    Definition Classes
    H2OTargetEncoderModel → Identifiable
  103. 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
  104. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  105. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  106. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  107. def write: MLWriter
    Definition Classes
    H2OTargetEncoderModel → MLWritable

Inherited from RestCommunication

Inherited from RestEncodingUtils

Inherited from Logging

Inherited from H2OTargetEncoderModelUtils

Inherited from MLWritable

Inherited from H2OTargetEncoderBase

Inherited from H2OTargetEncoderParams

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