Research Article
A Linear-RBF Multikernel SVM to Classify Big Text Corpora
Table 4
Comparative against other authors (data source TREC 2005 [
13]).
| | Precision | Recall | -score | Tag | Tag | -score | Recall | Precision | |
| Allele | 0.910 | 0.834 | 0.870 | MLRBF | MLRBF | 0.742 | 0.708 | 0.780 | GoA | 0.541 | 0.867 | 0.666 | THUIRgA0p9x | gibmadz05m1 | 0.423 | 0.617 | 0.321 | 0,507 | 0.900 | 0.649 | aibmadz05m1 | gibmadz05m2 | 0.420 | 0.621 | 0.317 | 0,502 | 0.900 | 0.645 | aibmadz05m2 | gibmadz05s | 0.415 | 0.583 | 0.322 | | | | | | | | | 0.233 | 0.259 | 0.245 | aLRIk1 | gLRIk2 | 0.101 | 0.102 | 0.100 | .0.230 | 0.250 | 0.239 | aLRIk2 | gMUSCUIUC2 | 0.100 | 0.173 | 0.070 | 0.219 | 0.262 | 0.238 | aLRIk3 | gLRIk1 | 0.097 | 0.102 | 0.093 |
| Min | 0.219 | 0.250 | 0.238 | | | 0.097 | 0.102 | 0.070 | Min | Avg | 0.357 | 0.893 | 0.506 | | | 0.318 | 0.650 | 0.210 | Avg | Max | 0.795 | 0.957 | 0.666 | | | 0.423 | 0.936 | 0.554 | Max |
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