Data normalization methods, used to scale data, in order to make them suitable for use by neural network.
Class Summary Class Description AbstractNormalizerBase class to simplify implementation of custom normalization procedure. DecimalScaleNormalizerDecimal scale normalization for the given data set. MaxNormalizerPerforms max normalization, rescales data to corresponding max value in each column. MinMaxNormalizerPerforms Min Max normalization on the given data set. RangeNormalizerNormalize data set to specified range. StandardizerPerforms standardization on inputs in order to get desired statistical properties of the data set (zero mean and one standard deviation).