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Applying support vector machines to a diagnostic classification model for polytomous attributes in small-sample contexts

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Over several years, the evaluation of polytomous attributes in small-sample settings has posed a challenge to the application of cognitive diagnosis models. To enhance classification precision, the support vector machine (SVM) was introduced for estimating pol... ...