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See:
Description
Interface Summary | |
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Normalizer | Interface for training set normalization methods. |
Class Summary | |
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DecimalScaleNormalizer | Decimal scaling normalization method, which normalize data by moving decimal point in regard to max element in training set (by columns) Normalization is done according to formula: normalizedVector[i] = vector[i] / scaleFactor[i] |
MaxMinNormalizer | 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]) |
MaxNormalizer | Max normalization method, which normalize data in regard to max element in training set (by columns) Normalization is done according to formula: normalizedVector[i] = vector[i] / max[i] |
Provides data normalization techniques
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