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 |