quaternary

Type Members

1. trait OpTransformer4[I1 <: FeatureType, I2 <: FeatureType, I3 <: FeatureType, I4 <: FeatureType, O <: FeatureType] extends Transformer with OpPipelineStage4[I1, I2, I3, I4, O] with OpTransformer

   

   Base trait for quaternary transformers and models which take four input features and perform specified function on them to give a new output feature

   Base trait for quaternary transformers and models which take four input features and perform specified function on them to give a new output feature

   I1

   first input feature type

   I2

   second input feature type

   I3

   third input feature type

   I4

   fourth input feature type

   O

   output feature type

2. abstract class QuaternaryEstimator[I1 <: FeatureType, I2 <: FeatureType, I3 <: FeatureType, I4 <: FeatureType, O <: FeatureType] extends Estimator[QuaternaryModel[I1, I2, I3, I4, O]] with OpPipelineStage4[I1, I2, I3, I4, O]

   

   Takes a four input features and performs a fit operation in order to define a transformation for those (or similar) features.

   Takes a four input features and performs a fit operation in order to define a transformation for those (or similar) features. This abstract class should be extended when settable parameters are needed within the fit function

   I1

   first input feature type

   I2

   second input feature type

   I3

   third input feature type

   I4

   fourth input feature type

   O

   output feature type

3. final class QuaternaryLambdaTransformer[I1 <: FeatureType, I2 <: FeatureType, I3 <: FeatureType, I4 <: FeatureType, O <: FeatureType] extends QuaternaryTransformer[I1, I2, I3, I4, O]

   

   Transformer that takes four input features and produces a single new output feature using the specified function.

   Transformer that takes four input features and produces a single new output feature using the specified function. Performs row wise transformation specified in transformFn. This class should be extended when no parameters are needed within the transform function.

   I1

   first input feature type

   I2

   second input feature type

   I3

   third input feature type

   I4

   fourth input feature type

   O

   output feature type

4. abstract class QuaternaryModel[I1 <: FeatureType, I2 <: FeatureType, I3 <: FeatureType, I4 <: FeatureType, O <: FeatureType] extends Model[QuaternaryModel[I1, I2, I3, I4, O]] with OpTransformer4[I1, I2, I3, I4, O]

   

   Extend this class and return it from your QuaternaryEstimator fit function.

   Extend this class and return it from your QuaternaryEstimator fit function. Takes four input features and produces a single new output feature using the specified function. Performs row wise transformation specified in transformFn.

   I1

   first input type

   I2

   second input type

   I3

   third input type

   I4

   fourth input type

   O

   output type

5. abstract class QuaternaryTransformer[I1 <: FeatureType, I2 <: FeatureType, I3 <: FeatureType, I4 <: FeatureType, O <: FeatureType] extends Transformer with OpTransformer4[I1, I2, I3, I4, O]

   

   Transformer that takes four input features and produces a single new output feature using the specified function.

   Transformer that takes four input features and produces a single new output feature using the specified function. Performs row wise transformation specified in transformFn. This abstract class should be extended when settable parameters are needed within the transform function.

   I1

   first input feature type

   I2

   second input feature type

   I3

   third input feature type

   I4

   fourth input feature type

   O

   output feature type