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Table 4 The impact of different dimensions on baselines, MuFRF and ablation study on MuFRF

From: Multi-view feature representation and fusion for drug-drug interactions prediction

Dimension

Binary-class

Multi-class

Accuracy

Precision

Recall

F1

Mean-Accuracy

Marco-Precision

Macro-Recall

Macro-F1

32

0.9821

0.9821

0.9821

0.9821

0.9695

0.9596

0.9468

0.9505

64

0.9834

0.9834

0.9834

0.9834

0.9708

0.9659

0.9526

0.9563

100

0.9850

0.9850

0.9850

0.9850

0.9714

0.9659

0.9558

0.9576

128

0.9840

0.9840

0.9840

0.9840

0.9705

0.9669

0.9534

0.9572