Table 1.
Proportion of Training Set |
Compounds in Training Set | Compounds in Test set | |||||
---|---|---|---|---|---|---|---|
BBB+ | BBB− | Total | BBB+ | BBB− | Total | ||
Dataset A | 80% | 1026 | 248 | 1274 | 257 | 62 | 319 |
75% | 962 | 232 | 1194 | 321 | 78 | 399 | |
66% | 846 | 205 | 1051 | 437 | 105 | 542 | |
50% | 641 | 155 | 796 | 642 | 155 | 797 | |
Dataset B | 80% | 1240 | 352 | 1592 | 310 | 88 | 398 |
75% | 1162 | 330 | 1492 | 388 | 110 | 498 | |
66% | 1023 | 290 | 1313 | 527 | 150 | 677 | |
50% | 775 | 220 | 995 | 775 | 220 | 995 |