Package ai.libs.jaicore.ml.weka.classification.pipeline

Interface FeaturePreprocessor

All Superinterfaces:

java.io.Serializable

All Known Subinterfaces:

FeatureGenerator

All Known Implementing Classes:

FeatureGeneratorTree, InteractingFeatures, MLSophisticatedPipeline, Normalization, PCA, PolynomialFeatures, Standardization, SupervisedFilterSelector, SuvervisedFilterPreprocessor

public interface FeaturePreprocessor
extends java.io.Serializable

Method Summary

Modifier and Type	Method	Description
weka.core.Instance	apply(weka.core.Instance data)
weka.core.Instances	apply(weka.core.Instances data)
boolean	isPrepared()
void	prepare(weka.core.Instances data)

Method Detail

prepare

void prepare(weka.core.Instances data)
      throws PreprocessingException

Throws:

PreprocessingException

apply

weka.core.Instance apply(weka.core.Instance data)
                  throws PreprocessingException

Throws:

PreprocessingException

apply

weka.core.Instances apply(weka.core.Instances data)
                   throws PreprocessingException

Throws:

PreprocessingException

isPrepared

boolean isPrepared()