Table 2 Classification Accuracies of each iteration.
Iter #0 | Iter #1 | Iter #2 | Iter #3 | ||
|---|---|---|---|---|---|
ACHE | 7 Attributes | 91.89 | 100.00 | ||
10 Attributes | 86.48 | 89.19 | 91.89 | ||
15 Attributes | 86.05 | 89.18 | |||
BZR | 7 Attributes | 90.90 | 96.36 | ||
10 Attributes | 92.73 | 94.55 | |||
15 Attributes | 90.09 | 92.73 | |||
COX-2 | 7 Attributes | 94.39 | 95.33 | 97.20 | 98.13 |
10 Attributes | 91.58 | 97.20 | |||
15 Attributes | 88.78 | 89.72 | 90.65 | ||
DHFR_RL | 7 Attributes | 94.73 | 96.99 | ||
10 Attributes | 93.98 | 97.74 | |||
15 Attributes | 94.73 | ||||
DHFR_PC | 7 Attributes | 95.23 | 96.83 | 97.62 | |
10 Attributes | 94.44 | 95.24 | 98.41 | ||
15 Attributes | 92.06 | 93.65 | |||
DHFR_TG | 7 Attributes | 96.24 | 97.74 | ||
10 Attributes | 93.23 | 93.98 | 96.24 | ||
15 Attributes | 96.24 | 97.74 | |||
P450 C17 | 7 Attributes | 86.36 | 90.00 | 97.20 | 100.00 |
10 Attributes | 100.00 | ||||
15 Attributes | 100.00 |