Table 1.
Training Set Observed and Predicted Values for Hypo1A | |||||
---|---|---|---|---|---|
compd | observed KASIII IC50 (μM) | predicted KASIII IC50 (μM) | error | observed activity class | predicted activity class |
2d | 2.2 | 1.6 | −1.4 | +++ | +++ |
3a | 0.38 | 0.64 | 1.7 | +++ | +++ |
3b | 0.44 | 0.64 | 1.5 | +++ | +++ |
3d | 157.5 | 160 | 1 | + | + |
3e | 63.8 | 86 | 1.3 | ++ | ++ |
3f | 192.6 | 94 | −2.1 | + | ++ |
3g | 22.5 | 59 | 2.6 | ++ | ++ |
3h | 114.6 | 85 | −1.3 | ++ | ++ |
3i | 27.2 | 110 | 3.9 | ++ | ++ |
3l | 53.7 | 57 | 1.1 | ++ | ++ |
3m | 18.3 | 7.8 | −2.4 | ++ | +++ |
3n | 0.52 | 1.1 | 2.2 | +++ | +++ |
3p | 164.6 | 110 | −1.5 | + | ++ |
3q | 62.9 | 62 | −1 | ++ | ++ |
3s | 38.2 | 6.1 | −6.2 | ++ | +++ |
4a | 1.5 | 1.3 | −1.2 | +++ | +++ |
Test Set Observed and Predicted Values for Hypo1 | |||||
1e | 1.9 | 4.2 | 2.3 | +++ | +++ |
1f | 0.14 | 0.46 | 0.32 | +++ | +++ |
1h | 0.13 | 0.12 | −0.01 | +++ | +++ |
1i | 1.4 | 3.7 | 2.3 | +++ | +++ |
1k | 0.53 | 0.21 | −0.32 | +++ | +++ |
2a | 5.0 | 27 | 5.4 | +++ | ++ |
2b | 195.2 | 58 | −3.4 | + | ++ |
2f | 5.2 | 0.76 | −6.8 | +++ | +++ |
3c | 0.13 | 130 | 1018 | +++ | + |
3k | 48.1 | 10 | −4.8 | ++ | +++ |
3r | 0.32 | 0.44 | 1.4 | +++ | +++ |
4b | 3.2 | 0.1 | −3.1 | +++ | +++ |
activity class | IC50 range (μM) | symbol | |||
veryactive | 0.001–15 | +++ | |||
modactive | 15–150 | ++ | |||
less active | >150 | + |