class RankingEvaluator extends Evaluator with RecEvaluatorParams with HasRecommenderCols with ComplexParamsWritable with SynapseMLLogging

Linear Supertypes
SynapseMLLogging, Logging, HasRecommenderCols, RecEvaluatorParams, ComplexParamsWritable, MLWritable, hasK, HasLabelCol, HasPredictionCol, Wrappable, RWrappable, PythonWrappable, BaseWrappable, Evaluator, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. RankingEvaluator
  2. SynapseMLLogging
  3. Logging
  4. HasRecommenderCols
  5. RecEvaluatorParams
  6. ComplexParamsWritable
  7. MLWritable
  8. hasK
  9. HasLabelCol
  10. HasPredictionCol
  11. Wrappable
  12. RWrappable
  13. PythonWrappable
  14. BaseWrappable
  15. Evaluator
  16. Params
  17. Serializable
  18. Serializable
  19. Identifiable
  20. AnyRef
  21. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new RankingEvaluator()
  2. new RankingEvaluator(uid: String)

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. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  7. final def clear(param: Param[_]): RankingEvaluator.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  9. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  10. def copy(extra: ParamMap): RankingEvaluator
    Definition Classes
    RankingEvaluator → Evaluator → Params
  11. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  12. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  13. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  15. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  16. def evaluate(dataset: Dataset[_]): Double
    Definition Classes
    RankingEvaluator → Evaluator
  17. def evaluate(dataset: Dataset[_], paramMap: ParamMap): Double
    Definition Classes
    Evaluator
    Annotations
    @Since( "2.0.0" )
  18. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  19. def explainParams(): String
    Definition Classes
    Params
  20. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  21. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  22. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  23. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  24. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  25. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  26. def getItemCol: String
    Definition Classes
    HasRecommenderCols
  27. def getK: Int

    Definition Classes
    hasK
  28. final def getLabelCol: String
    Definition Classes
    HasLabelCol
  29. def getMetricName: String

  30. def getMetrics(dataset: Dataset[_]): AdvancedRankingMetrics
  31. def getMetricsMap(dataset: Dataset[_]): Map[String, Double]
  32. def getNItems: Long
  33. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  34. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  35. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  36. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  37. final def getPredictionCol: String
    Definition Classes
    HasPredictionCol
  38. def getRatingCol: String
    Definition Classes
    HasRecommenderCols
  39. def getUserCol: String
    Definition Classes
    HasRecommenderCols
  40. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  41. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  42. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  43. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  44. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  45. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  46. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  47. def isLargerBetter: Boolean
    Definition Classes
    Evaluator
    Annotations
    @Since( "1.5.0" )
  48. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  49. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  50. val itemCol: Param[String]
    Definition Classes
    HasRecommenderCols
  51. val k: IntParam
    Definition Classes
    hasK
  52. final val labelCol: Param[String]
    Definition Classes
    HasLabelCol
  53. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  54. def logBase(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  55. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  56. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  57. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  58. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  59. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  61. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  62. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  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 logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  69. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  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. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  73. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  74. val metricName: Param[String]
  75. val nItems: LongParam
  76. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  77. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  78. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  79. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  80. final val predictionCol: Param[String]
    Definition Classes
    HasPredictionCol
  81. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  82. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  83. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  84. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  85. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  86. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  87. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  88. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  89. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  90. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  91. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  92. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  93. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  94. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  95. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  96. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  97. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  98. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  99. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  100. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  101. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  102. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  103. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  104. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  105. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  106. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  107. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  108. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  109. val ratingCol: Param[String]
    Definition Classes
    HasRecommenderCols
  110. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  111. final def set(paramPair: ParamPair[_]): RankingEvaluator.this.type
    Attributes
    protected
    Definition Classes
    Params
  112. final def set(param: String, value: Any): RankingEvaluator.this.type
    Attributes
    protected
    Definition Classes
    Params
  113. final def set[T](param: Param[T], value: T): RankingEvaluator.this.type
    Definition Classes
    Params
  114. final def setDefault(paramPairs: ParamPair[_]*): RankingEvaluator.this.type
    Attributes
    protected
    Definition Classes
    Params
  115. final def setDefault[T](param: Param[T], value: T): RankingEvaluator.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  116. def setItemCol(value: String): RankingEvaluator.this.type

    Definition Classes
    HasRecommenderCols
  117. def setK(value: Int): RankingEvaluator.this.type

    Definition Classes
    hasK
  118. def setLabelCol(value: String): RankingEvaluator.this.type

  119. def setMetricName(value: String): RankingEvaluator.this.type

  120. def setNItems(value: Long): RankingEvaluator.this.type
  121. def setPredictionCol(value: String): RankingEvaluator.this.type

  122. def setRatingCol(value: String): RankingEvaluator.this.type

    Definition Classes
    HasRecommenderCols
  123. def setUserCol(value: String): RankingEvaluator.this.type

    Definition Classes
    HasRecommenderCols
  124. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  125. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  126. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  127. val uid: String
    Definition Classes
    RankingEvaluator → SynapseMLLogging → Identifiable
  128. val userCol: Param[String]
    Definition Classes
    HasRecommenderCols
  129. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  130. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  131. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  132. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from SynapseMLLogging

Inherited from Logging

Inherited from HasRecommenderCols

Inherited from RecEvaluatorParams

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from hasK

Inherited from HasLabelCol

Inherited from HasPredictionCol

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from Evaluator

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

setParam

Ungrouped