Research Article
A New SVM Multiclass Incremental Learning Algorithm
Table 1
Training set and testing set.
| Class | Acq | Eran | Grain | Crude | Trade |
| Class code | 1 | 2 | 3 | 4 | 5 | Original | | | | | | Training | 403 | 134 | 0 | 0 | 0 | Testing | 201 | 67 | 0 | 0 | 0 | 1st increment | | | | | | Training | 200 | 98 | 82 | 0 | 0 | Testing | 100 | 49 | 41 | 0 | 0 | 2nd increment | | | | | | Training | 101 | 68 | 44 | 55 | 0 | Testing | 51 | 34 | 22 | 31 | 0 | 3rd increment | | | | | | Training | 100 | 42 | 0 | 33 | 50 | Testing | 50 | 21 | 0 | 11 | 25 |
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