Uses of Class
edu.harvard.seas.iis.abilities.classify.NormalizationConstants

Packages that use NormalizationConstants

edu.harvard.seas.iis.abilities.classify

Uses of NormalizationConstants in edu.harvard.seas.iis.abilities.classify

Methods in edu.harvard.seas.iis.abilities.classify that return NormalizationConstants

static NormalizationConstants

Transform.createGloballyNormalizedFile(java.io.File cleanDataDir, java.io.File normalizedDataDir, java.lang.String[] usersToInclude, java.lang.String[] usersToUseForComputingNormalizationConstants, java.lang.String globallyNormalizedCombinedDataFileName, java.lang.String[] featuresToNormalize)

Methods in edu.harvard.seas.iis.abilities.classify with parameters of type NormalizationConstants

static DataSet

Transform.normalize(DataSet oldData, java.lang.String[] attributesToNormalize, java.lang.String[] usersToUseForComputingNormalizationConstants, NormalizationConstants normalizationConstants) Normalizes listed features (zero mean and unit stdev); unlike the other normalize() method, it does not attempt to separate the users -- if you want normalization per user, feed it separate data sets for each user

static DataSet

Transform.normalizeUsingNormalizationConstants(DataSet dataSet, java.lang.String[] attributesToNormalize, NormalizationConstants normalizationConstants) This method uses the constants provided in the normalizationConstants to perform the normalization