trait VowpalWabbitBaseModelSpark extends VowpalWabbitBaseModel with HasFeaturesCol with HasRawPredictionCol with HasAdditionalFeatures
Base implementation for models that use Spark-based features and result in Spark vectors
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Inherited
- VowpalWabbitBaseModelSpark
- HasAdditionalFeatures
- HasRawPredictionCol
- HasFeaturesCol
- VowpalWabbitBaseModel
- Params
- Serializable
- Serializable
- Identifiable
- AnyRef
- Any
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Abstract Value Members
Concrete Value Members
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val
additionalFeatures: StringArrayParam
- Definition Classes
- HasAdditionalFeatures
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final
def
clear(param: Param[_]): VowpalWabbitBaseModelSpark.this.type
- Definition Classes
- Params
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lazy val
example: VowpalWabbitExample
- Annotations
- @transient()
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def
explainParam(param: Param[_]): String
- Definition Classes
- Params
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def
explainParams(): String
- Definition Classes
- Params
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final
def
extractParamMap(): ParamMap
- Definition Classes
- Params
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final
def
extractParamMap(extra: ParamMap): ParamMap
- Definition Classes
- Params
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final
val
featuresCol: Param[String]
- Definition Classes
- HasFeaturesCol
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final
def
get[T](param: Param[T]): Option[T]
- Definition Classes
- Params
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def
getAdditionalFeatures: Array[String]
- Definition Classes
- HasAdditionalFeatures
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final
def
getDefault[T](param: Param[T]): Option[T]
- Definition Classes
- Params
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final
def
getFeaturesCol: String
- Definition Classes
- HasFeaturesCol
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def
getModel: Array[Byte]
- Definition Classes
- VowpalWabbitBaseModel
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def
getOneStepAheadPredictions: DataFrame
- Definition Classes
- VowpalWabbitBaseModel
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final
def
getOrDefault[T](param: Param[T]): T
- Definition Classes
- Params
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def
getParam(paramName: String): Param[Any]
- Definition Classes
- Params
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def
getPerformanceStatistics: DataFrame
- Definition Classes
- VowpalWabbitBaseModel
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final
def
getRawPredictionCol: String
- Definition Classes
- HasRawPredictionCol
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def
getReadableModel: String
- Definition Classes
- VowpalWabbitBaseModel
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def
getTestArgs: String
- Definition Classes
- VowpalWabbitBaseModel
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final
def
hasDefault[T](param: Param[T]): Boolean
- Definition Classes
- Params
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def
hasParam(paramName: String): Boolean
- Definition Classes
- Params
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final
def
isDefined(param: Param[_]): Boolean
- Definition Classes
- Params
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final
def
isSet(param: Param[_]): Boolean
- Definition Classes
- Params
-
val
model: ByteArrayParam
- Definition Classes
- VowpalWabbitBaseModel
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val
oneStepAheadPredictions: DataFrameParam
- Definition Classes
- VowpalWabbitBaseModel
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lazy val
params: Array[Param[_]]
- Definition Classes
- Params
-
val
performanceStatistics: DataFrameParam
- Definition Classes
- VowpalWabbitBaseModel
-
final
val
rawPredictionCol: Param[String]
- Definition Classes
- HasRawPredictionCol
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def
saveNativeModel(path: String): Unit
- Definition Classes
- VowpalWabbitBaseModel
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final
def
set[T](param: Param[T], value: T): VowpalWabbitBaseModelSpark.this.type
- Definition Classes
- Params
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def
setAdditionalFeatures(value: Array[String]): VowpalWabbitBaseModelSpark.this.type
- Definition Classes
- HasAdditionalFeatures
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def
setModel(v: Array[Byte]): VowpalWabbitBaseModelSpark.this.type
- Definition Classes
- VowpalWabbitBaseModel
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def
setOneStepAheadPredictions(v: DataFrame): VowpalWabbitBaseModelSpark.this.type
- Definition Classes
- VowpalWabbitBaseModel
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def
setPerformanceStatistics(v: DataFrame): VowpalWabbitBaseModelSpark.this.type
- Definition Classes
- VowpalWabbitBaseModel
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def
setTestArgs(value: String): VowpalWabbitBaseModelSpark.this.type
- Definition Classes
- VowpalWabbitBaseModel
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val
testArgs: Param[String]
- Definition Classes
- VowpalWabbitBaseModel
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def
toString(): String
- Definition Classes
- Identifiable → AnyRef → Any
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val
vowpalWabbitPredictionCol: String
Store the detailed prediction output of VW
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lazy val
vw: VowpalWabbitNative
- Definition Classes
- VowpalWabbitBaseModel
- Annotations
- @transient()
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lazy val
vwArgs: VowpalWabbitArguments
- Definition Classes
- VowpalWabbitBaseModel
- Annotations
- @transient()