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Table 5 The performances of LPInsider and three deep learning methods

From: LPInsider: a webserver for lncRNA–protein interaction extraction from the literature

Classifier

Accuracy

Precision

Recall

f1-score

textCNN

0.85935

0.86855

0.85747

0.86022

Capsule network

0.71352

0.71590

0.84718

0.75284

LSTM

0.89497

0.88557

0.92550

0.90181

LPInsider

0.91758

0.93304

0.90380

0.91722

  1. Bold indicates the better experimental results