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Table 2 The performance of different selections of subcellular localization

From: A deep learning framework for identifying essential proteins based on multiple biological information

Method

Accuracy

Precision

Recall

F1 score

Specificity

NPV

Integrated_1024

0.9048

0.7306

0.7885

0.7585

0.9320

0.9496

Integrated_512

0.8848

0.7304

0.6422

0.6835

0.9431

0.9165

Integrated_256

0.8548

0.6046

0.6943

0.6463

0.8927

0.9251

Integrated_128

0.7988

0.5253

0.7220

0.6081

0.8200

0.9145

Integrated_64

0.8214

0.4966

0.6840

0.5754

0.8509

0.9260

Integrated_11

0.7922

0.4752

0.6567

0.5514

0.8249

0.9087

Knowledge_11

0.7896

0.4585

0.6079

0.5227

0.8321

0.9008

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BMC Bioinformatics

ISSN: 1471-2105

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