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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.

From: Data processing and classification analysis of proteomic changes: a case study of oil pollution in the mussel, Mytilus edulis

Prediction success
AGills
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  
BDG
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