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The common 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 successfully predict the grade of efficiency, with an average accuracy fee of over 75%. The research results help to implement personalised teaching for students with different grades and studying patterns. Firstly, for accuracy, the average accuracy of faculty A is about 80%, whereas the common accuracy of college B is about 75% and the common accuracy of school C is about 74%. Secondly, for the encoding strategies used in three knowledge sets, the SR encoding methodology achieves the highest accuracy, adopted by the DR encoding. With a view to establish the learning conduct patterns, the ok-means algorithm is adopted to cluster students with totally different studying behavior patterns from school A; combining the expertise of years in blended instructing, four typical studying habits patterns have been discovered, as proven in Table 2. The similar studying conduct patterns can be found in faculties B and C, however the proportion of the 4 types of scholars is completely different from that of faculty A on account of totally different data distribution.
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