org.neuroph.util.norm
Class MaxMinNormalizer
java.lang.Object
org.neuroph.util.norm.MaxMinNormalizer
- All Implemented Interfaces:
- Normalizer
public class MaxMinNormalizer
- extends Object
- implements Normalizer
MaxMin normalization method, which normalize data in regard to min and max elements in training set (by columns)
Normalization is done according to formula:
normalizedVector[i] = (vector[i] - min[i]) / (max[i] - min[i])
- Author:
- Zoran Sevarac
Methods inherited from class java.lang.Object |
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
MaxMinNormalizer
public MaxMinNormalizer()
normalize
public void normalize(DataSet dataSet)
- Description copied from interface:
Normalizer
- Normalize specified training set
- Specified by:
normalize
in interface Normalizer
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