Table 2. The predicted results for the blind testing sets by the RF model 1.
Dataset | SE (RF/BGL) | SP(RF/BGL) | CO(RF/BGL) | AUC(RF/BGL) |
Enzyme | 35.82%/57.40% | 82.70%/99.50% | 59.26%/–– | 67.43/90.40 |
GPCR | 80.31%/23.40% | 55.64%/99.90% | 67.98%/–– | 72.95/89.90 |
Ion channel | 54.09%/27.10% | 73.38%/99.60% | 63.73%/–– | 66.58/85.10 |
Nuclear receptor | 91.57%/14.80% | 39.76%/99.90% | 65.66%/–– | 82.29/84.30 |
Average | 47.51%/–– | 74.93%/–– | 61.64%/–– | 66.68/–– |