Table 4 Enrichment factor computed on the test set 2 (80 active molecules out of 3720 compounds)
Architecture (Training 2) | EF 1% | EF 2 |
|---|---|---|
Tuned-MLP-Out | 37(100%) | 65(87.84%) |
Voting | 32(86.5%) | 57(66.9%) |
CNN 1D (F) | 31(83.8%) | 52(70.3%) |
CNN 2D (T-L-E) | 31(83.8% | 52(70.3%) |
RF(F) | 37(100%) | 62(83.8%) |
SVM(F) | 32(86.5%) | 55(74.3%) |