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Table 1 Comparison on different network configurations in terms of \(F_1\) score, accuracy, recall, specificity and precision using 10-fold cross-validation

From: Predicting circRNA-drug sensitivity associations via graph attention auto-encoder

Methods

Precision

Recall

F1 score

Accuracy

Specificity

GATECDA-S

0.7576

0.8468

0.7997

0.7879

0.7290

GATECDA-G

0.7896

0.8500

0.8187

0.8118

0.7735

GATECDA-SNF

0.8138

0.8335

0.8236

0.8214

0.8093

GATECDA

0.8128

0.8343

0.8234

0.8211

0.8079

  1. The values with bold indicate the best results in terms of different metrics