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SVM-Classification Based On The Multi-Objective Optimization In The Educational Sphere’s Problems

Table 1:

Informationabout the objects of the training dataset "Russian language". Threshold: 80 scores «Mathematics».Threshold: 80 scores
The number of objects of the class "+1" before application of the SMOTE algorithmThe number of objects of the class "+1" after application of the SMOTE algorithm 126174 38228
The number of objects of the class "–1" before application of the SMOTE algorithmThe number of objects of the class "–1" after application of the SMOTE algorithm 420283 508347
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