Research Article
The Research and Application of Visual Saliency and Adaptive Support Vector Machine in Target Tracking Field
Table 1
Numerous results in the linear case.
| | Data sets | Size | Algorithm | | Training success rate | Test success rate | CPU execution time |
| | Live disorder | Train: | Online | 100 | 98.41% | 96.82% | 2.4430 | | Test: | ASVM | 20 | 99.74% | 97.14% | 1.5079 | | Letter-recognition | Train: | Online | 10 | 98.12% | 90.43% | 3.6875 | | Test: | ASVM | 10 | 96.43% | 92.14% | 1.8594 | | Pendigits | Train: | Online | 10 | 78.18% | 75.71% | 4.8156 | | Test: | ASVM | 10 | 81.16% | 79.23% | 1.4063 | | Tic-tac-toe | Train: | Online | 100 | 76.41% | 70.42% | 8.8126 | | Test: | ASVM | 10 | 89.13% | 82.45% | 1.3468 | | Pima-diabetes | Train: | Online | 100 | 90.14% | 86.50% | 15.4012 | | Test: | ASVM | 100 | 92.50% | 87.81% | 1.8500 |
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