T
- either DataSet
or MultiDataSet
public interface Normalizer<T>
Modifier and Type | Method and Description |
---|---|
void |
fit(T dataSet)
Fit a dataset (only compute based on the statistics from this dataset)
|
NormalizerType |
getType()
Get the enum type of this normalizer
|
void |
revert(T toRevert)
Undo (revert) the normalization applied by this DataNormalization instance (arrays are modified in-place)
|
void |
transform(T toPreProcess)
Transform the dataset
|
void fit(T dataSet)
dataSet
- the dataset to compute onvoid transform(T toPreProcess)
toPreProcess
- the dataset to re processvoid revert(T toRevert)
toRevert
- DataSet to revert the normalization onNormalizerType getType()
NormalizerSerializerStrategy.getSupportedType()
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