Table 3

The mean of F1 for four algorithms and four functional groups

algorithms

< 60

60-100

100-300

> 300

twoclass

0.1679

0.1881

0.3641

0.3675

twoclassbal

0.0912

0.1329

0.2877

0.3785

PSoL

0.2094

0.2223

0.4006

0.3999

SPE-RNE

0.5545

0.6589

0.5639

0.4848

Table 3 lists the average values of F1 for all algorithms on four functional terms groups. These values can evaluate the comprehensive prediction performance of algorithms on different groups and compare their generalized capacity.

Chen et al. BMC Genomics 2010 11(Suppl 2):S11   doi:10.1186/1471-2164-11-S2-S11