Skip to main content

Table 1 The performance of different processes on gene expression profiles

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

Method

Accuracy

Precision

Recall

F1 score

Specificity

NPV

Our Method

0.9048

0.7306

0.7885

0.7585

0.9320

0.9496

Conv1D

0.8422

0.5902

0.6833

0.6344

0.8820

0.9175

LSTM

0.8523

0.6311

0.5628

0.5950

0.9214

0.8982

BiLSTM

0.8514

0.5433

0.6900

0.6079

0.8838

0.9343

GRU

0.8606

0.6403

0.6807

0.6599

0.9052

0.9196

BiGRU

0.8581

0.6713

0.5943

0.6304

0.9256

0.8992

Back to article page

BMC Bioinformatics

ISSN: 1471-2105

Contact us