Complex sentence: Akaike Information Criteria (AIC) can be used for selecting the number of included components but minimization of cross-validation prediction errors is another criteria often used in classification applications.
Split into simpler sentences: Akaike Information Criteria (AIC) can be used for selecting the number of included components. Minimization of cross-validation prediction errors is another criteria often used in classification applications.