ChainedTransformer
Related Docs:
object ChainedTransformer
| package pipeline
Left Transformer of the pipeline
Right Transformer of the pipeline
Chains a Transformer with a Predictor to form a ChainedPredictor.
Chains a Transformer with a Predictor to form a ChainedPredictor.
Chains two Transformer to form a ChainedTransformer.
Chains two Transformer to form a ChainedTransformer.
Type of the Transformer
Right side transformer of the resulting pipeline
Fits the estimator to the given input data.
Fits the estimator to the given input data. The fitting logic is contained in the FitOperation. The computed state will be stored in the implementing class.
Type of the training data
Training data
Additional parameters for the FitOperation
FitOperation which encapsulates the algorithm logic
Left Transformer of the pipeline
Right Transformer of the pipeline
Transform operation which transforms an input DataSet of type I into an output DataSet of type O.
Transform operation which transforms an input DataSet of type I into an output DataSet of type O. The actual transform operation is implemented within the TransformDataSetOperation.
Input data type
Output data type
Input DataSet of type I
Additional parameters for the TransformDataSetOperation
TransformDataSetOperation which encapsulates the algorithm's logic
Transformer which represents the chaining of two Transformer.
A ChainedTransformer can be treated as regular Transformer. Upon calling the fit or transform operation, the data is piped through all Transformer of the pipeline.
The pipeline mechanism has been inspired by scikit-learn
Type of the left Transformer
Type of the right Transformer
Left Transformer of the pipeline
Right Transformer of the pipeline