Table 17

Results of some simple majority vote ensembles and comparison with best single methods in terms of F-score
Combination Corpus P R F
Single best
APG AIMed 59.9 53.6 56.2
APG BioInfer 60.2 61.3 60.7
kBSPS HPRD50 60.0 88.4 70.2
APG IEPA 66.6 82.6 73.1
kBSPS LLL 69.9 95.9 79.3
APG+SL+kBSPS AIMed 58.0 61.1 58.9
BioInfer 60.3 66.4 63.0
HPRD50 67.6 76.9 71.4
IEPA 68.6 85.3 75.4
LLL 71.7 94.5 80.0
APG+SL+BayesNet AIMed 55.9 60.3 57.6
BioInfer 58.6 68.8 63.1
HPRD50 68.4 69.8 67.7
IEPA 71.1 79.9 74.5
LLL 74.3 92.9 80.8
All 13 kernels AIMed 67.5 35.8 46.6
BioInfer 61.5 56.5 58.7
HPRD50 65.4 69.3 66.1
IEPA 70.5 78.8 73.7
LLL 69.6 98.7 79.5

Best values are typeset in bold.

Tikk et al.

Tikk et al. BMC Bioinformatics 2013 14:12   doi:10.1186/1471-2105-14-12

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