structures

Type Members

1. case class CardinalityPayload(labelValue: Double, labelCounts: Int) extends Product with Serializable

   

2. case class CentroidVectors(vector: Vector, kGroup: Int) extends Product with Serializable

   

3. case class ColumnScoreData(score: Double, dataType: String) extends Product with Serializable

   

4. case class ColumnTypeData(name: String, dataType: String) extends Product with Serializable

   

5. case class EntropyData(labelValue: Double, entropy: Double) extends Product with Serializable

   

6. case class FeatureInteractionCollection(data: DataFrame, interactionPayload: Array[InteractionPayloadExtract]) extends Product with Serializable

   

7. case class FeatureInteractionOutputPayload(data: DataFrame, fullFeatureVectorColumns: Array[String], interactionReport: Array[InteractionPayloadExtract]) extends Product with Serializable

   

8. case class InteractionPayload(left: String, leftDataType: String, right: String, rightDataType: String, outputName: String) extends Product with Serializable

   

9. case class InteractionPayloadExtract(left: String, leftDataType: String, right: String, rightDataType: String, outputName: String, score: Double) extends Product with Serializable

   

10. case class InteractionResult(left: String, right: String, interaction: String, score: Double) extends Product with Serializable

    

11. case class KSamplingConfiguration(featuresCol: String, labelCol: String, syntheticCol: String, fieldsToIgnore: Array[String], kGroups: Int, kMeansMaxIter: Int, kMeansTolerance: Double, kMeansDistanceMeasurement: String, kMeansSeed: Long, kMeansPredictionCol: String, lshHashTables: Int, lshSeed: Long, lshOutputCol: String, quorumCount: Int, minimumVectorCountToMutate: Int, vectorMutationMethod: String, mutationMode: String, mutationValue: Double) extends Product with Serializable

    

12. trait KSamplingDefaults extends AnyRef

    

13. case class NominalDataCollection(data: DataFrame, adjustedFields: Array[String], fieldsToRemove: Array[String], indexers: Array[StringIndexer]) extends Product with Serializable

    

14. case class NominalIndexCollection(name: String, indexCheck: Boolean) extends Product with Serializable

    

15. case class PipelineInteractionOutput(pipeline: Pipeline, data: DataFrame, fullFeatureVectorColumns: Array[String], interactionReport: Array[InteractionPayloadExtract]) extends Product with Serializable

    

16. case class RowGenerationConfig(labelValue: Double, targetCount: Int) extends Product with Serializable

    

17. case class RowMapping(fieldName: String, idx: Int) extends Product with Serializable

    

18. case class SchemaDefinitions(fullSchema: Array[SchemaMapping], features: Array[RowMapping]) extends Product with Serializable

    

19. case class SchemaMapping(fieldName: String, originalFieldIndex: Int, dfType: DataType, scalaType: String) extends Product with Serializable

    

20. case class StructMapping(field: StructField, idx: Int) extends Product with Serializable

    

21. case class VarianceData(labelValue: Double, variance: Double) extends Product with Serializable

    

22. case class VectorAssemblyOutput(assembler: VectorAssembler, data: DataFrame) extends Product with Serializable