The typical classification accuracy of ECOC is used because the health operate of GA. The experimental results show that the multiclass classification methodology proposed in this paper can effectively predict the grade of efficiency, with an average accuracy price of over 75%. The research outcomes help to implement customized instructing for college students with different grades and learning patterns. Firstly, for accuracy, the common accuracy of faculty A is about 80%, whereas the typical accuracy of faculty B is about 75% and the average accuracy of college C is about 74%. Secondly, for the encoding methods utilized in three data sets, the SR encoding technique achieves the highest accuracy, adopted by the DR encoding. With the intention to establish the training habits patterns, the ok-means algorithm is adopted to cluster students with different studying behavior patterns from college A; combining the expertise of years in blended instructing, คืนยอดเสีย 10 four typical studying habits patterns were found, as shown in Table 2. The similar studying habits patterns will also be found in colleges B and C, however the proportion of the 4 sorts of scholars is completely different from that of college A as a result of totally different knowledge distribution.



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