Research Article
Application of the Polyhedral Conic Functions Method in the Text Classification and Comparative Analysis
Table 7
Results for multiclass text classification on real-world datasets.
| | | | Algorithm 5 | Algorithm 6 | Naive Bayes | Classification via regression | J48 |
| | BHP | Accuracy (%) | 72.09 | 56.74 | 72.09 | 99.06 | 100 | | Time (sec.) | 29.08 | 76.50 | 0.02 | 0.01 | 0.04 |
| | CNAE-9 | Accuracy (%) | 100 | 99.69 | 96.13 | 70.02 | 94.41 | | Time (sec.) | 173.24 | 428.73 | 0.1 | 7.12 | 0.95 |
| | TTC | Accuracy (%) | - | - | 87.75 | 87.75 | 93 | | Time (sec.) | - | - | 169.09 | 192.49 | 31.18 |
| | DBWorld e-mails | Accuracy (%) | 100 | 98.43 | 98.43 | 87.5 | 92.18 | | Time (sec.) | 0.72 | 0.9 | 0.01 | 0.04 | 0.02 |
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