Research Article
Approach for Text Classification Based on the Similarity Measurement between Normal Cloud Models
Table 4
Classification performance of different classifier with FAS.
| Datasets | SVM | NN | NB | CCJU-TC | (%) | (%) | | (%) | (%) | | (%) | (%) | | (%) | (%) | |
| Featured Articles | 78 | 79 | 78.50 | 80 | 81 | 80.50 | 75 | 78 | 76.47 | 92 | 95 | 93.48 | Vehicles | 80 | 82 | 80.99 | 83 | 85 | 83.99 | 74 | 75 | 74.50 | 90 | 93 | 91.48 | Mathematics | 82 | 84 | 82.99 | 80 | 82 | 80.99 | 77 | 79 | 77.99 | 91 | 93 | 91.99 | 20-Newsgroups | 79 | 79 | 79.00 | 79 | 80 | 79.50 | 74 | 78 | 75.95 | 88 | 91 | 89.47 |
| Average | 79.75 | 81 | 80.37 | 80.5 | 82 | 81.24 | 75 | 77.5 | 76.23 | 90.25 | 93 | 91.60 |
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