Table 2 Performance of linear classifiers
From: The structural impact of cancer-associated missense mutations in oncogenes and tumor suppressors
| Â | Â | Training Performance | Cross validation | ||||
|---|---|---|---|---|---|---|---|
Feature combination | true | false | ratio | true | false | ratio | |
Solv | Stab | 20 | 4 | 83.33% | 20 | 4 | 83.33% |
Solv | Func | 16 | 8 | 66.67% | 16 | 8 | 66.67% |
Solv | Clust | 16 | 8 | 66.67% | 16 | 8 | 66.67% |
Stab | Func | 23 | 1 | 95.83% | 23 | 1 | 95.83% |
Stab | Clust | 20 | 4 | 83.33% | 19 | 5 | 79.17% |
Func | Clust | 18 | 6 | 75.00% | 17 | 7 | 70.83% |