Research Article
[Retracted] Characteristics Analysis of Applied Mathematics in Colleges and Universities Based on Big Data Mining Algorithm Model
Table 2
Summary of simulation experiment results.
| | Comparison algorithm | Linear kernel data set (Astro-ph) | Nonlinear kernel data set (Reuters) | Sample prediction accuracy (%) | Classification error probability (%) |
| | Pegasos algorithm | Astro-ph | Reuters | 66.32 | 50.65 | | This paper presents an algorithm | Dimension: 98445 | Dimension: 98445 | 80.21 | 87.32 | | SVM-perf algorithm | Number of positive samples: 7021 | Number of positive samples: 8553 | 75.92 | 56.95 | | LaSVM algorithm | Number of negative samples: 25627 | Number of negative samples: 23562 | 51.97 | 74.15 |
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