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Table 3 Performance evaluation of six individual classifiers with respect to six vectors.

From: Learning to predict expression efficacy of vectors in recombinant protein production

Vectors\Measure

F1measure

CBP

0.3509 ± 0.0372

GST

0.4323 ± 0.1515

His

0.4016 ± 0.0874

MBP

0.3746 ± 0.1017

NusA

0.3297 ± 0.0695

Trx

0.2854 ± 0.0609

  1. For F1 measure, each individual classifier must correctly identify each instance into its real class