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Table 3 The mean of F 1 for four algorithms and four functional groups

From: Predicting gene function using few positive examples and unlabeled ones

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

  1. Table 3 lists the average values of F 1 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.
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BMC Genomics

ISSN: 1471-2164

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