Table 2

Prediction success of the classifiers for gills (A) and digestive gland (B) from the Blue mussel for pairwise comparison of controls (C) with either of the two different exposures to i) 0.5 mg/L crude oil (oil) and ii) 0.5 mg/L crude oil spiked with a mixture of APs and PAHs (0.1 mg/L; sO) for 21 days as validated with an independent sample set not used in model construction. Sample size for learning and testing set, amount of samples attributed to each class, individual and overall classification success in % of testing set is presented.
Prediction success
A – Gills
Class
 Learning
 Testing
 %
 C
 oil
 sO
 Tot %
C
 34
 17
 65
 11
 6
72
oil
 44
 22
 77
 5
 17

C
 34
 17
 82
 14
3
 66
sO
 37
 18
 50
 9
9
B – DG
Class
 Learning
 Testing
 %
 C
 oil
 sO
 Tot %
C
 48
 26
 85
 22
 4
76
oil
 47
 24
 67
 7
 17

C
 48
 26
 77
 20
6
 80
sO
 45
 24
 83
 4
20

Monsinjon et al. Proteome Science 2006 4:17   doi:10.1186/1477-5956-4-17