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