javax.visrec.ml.data.preprocessing
public Interface Scaler<T extends javax.visrec.ml.data.DataSet<?>>
- Type Parameters
- <T>
- Data set class (that implements DataSet interface)
- Imports
- javax.visrec.ml.data.DataSet
Interface to perform scaling of a data set.
Scaling generally means to change the range of the values, while the shape of the distribution doesn’t change.
Scaling data set features to range [0, 1] or similar is a common practice
in order to prepare data for machine learning training and reduce influence of different value ranges among data.
Method Summary
| Modifier and Type | Method and Description
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| public void |
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