public interface DataNormalization extends DataSetPreProcessor
Modifier and Type | Method and Description |
---|---|
void |
fit(DataSet dataSet)
Fit a dataset (only compute
based on the statistics from this dataset0
|
void |
fit(DataSetIterator iterator)
Iterates over a dataset
accumulating statistics for normalization
|
void |
load(File... statistics)
Load the statistics
for the data normalizer
|
void |
preProcess(DataSet toPreProcess)
Pre process a dataset
|
void |
save(File... statistics)
Save the accumulated statistics
|
void |
transform(DataSet toPreProcess)
Transform the dataset
|
void fit(DataSet dataSet)
dataSet
- the dataset to compute onvoid fit(DataSetIterator iterator)
iterator
- the iterator to use for
collecting statistics.void preProcess(DataSet toPreProcess)
DataSetPreProcessor
preProcess
in interface DataSetPreProcessor
toPreProcess
- the data set to pre processvoid transform(DataSet toPreProcess)
toPreProcess
- the dataset to re processvoid load(File... statistics) throws IOException
statistics
- the files to persistIOException
void save(File... statistics) throws IOException
statistics
- the statistics to saveIOException
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