Sentences with phrase «classification quality of a model»
A second criterion was based on the classification quality of a model as determined by posterior probabilities.
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The following criteria were used to decide on the number of classes to retain: Akaike information criterion (AIC), Bayesian information criterion (BIC) and sample - size adjusted BIC (adj BIC).54 Also, we used entropy to assess the quality of classification, as well as the Vuong - Lo - Mendell - Rubin (VLMR) adjusted likelihood ratio test for the hypothesis that a model with one less class performs just as well.