Research Article
Prediction of G Protein-Coupled Receptors with SVM-Prot Features and Random Forest
Table 3
The distribution of positive and negative sample numbers for training and test dataset.
| Performance | Part | Number of GPCRs | Number of non-GPCRs | Total number |
| 1st | Training | 1996 | 8309 | 10305 | 1st | Test | 499 | 2077 | 2576 | 2nd | Training | 1996 | 8309 | 10305 | 2nd | Test | 499 | 2077 | 2576 | 3rd | Training | 1996 | 8309 | 10305 | 3rd | Test | 499 | 2077 | 2576 | 4th | Training | 1996 | 8309 | 10305 | 4th | Test | 499 | 2077 | 2576 | 5th | Training | 1996 | 8308 | 10304 | 5th | Test | 499 | 2078 | 2577 |
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