Precision and recall plots for various parameter values and settings on the American Seashells test data.A, Plot of precision and recall (P-R) values with different training set sizes and different neighborhoods for contextual features indicated with cspan values corresponding to the number of contextual features from 0 to 7. B, This plot has precision and recall values with cspan = 0 (no contextual information), cspan =1 and cspan > 1. C, P-R plots with increasing training set of positive examples and different context spans (cspan = 1 to 7). D, Summarization of the results in C for cspan = 5 corresponding to 5 contextual features on either side of the candidate name. The stars in Figure 1Ccorresponding to cspan = 5 were all summarized in Figure 1Dwith different symbols. The star is Figure 1D is 4th star from the top in Figure 1C.
Akella et al. BMC Bioinformatics 2012 13:211 doi:10.1186/1471-2105-13-211