Table 6 Ablation study results on the Zeng Dataset (Mean ± Std).

From: Heterogeneous network drug-target interaction prediction model based on graph wavelet transform and multi-level contrastive learning

Model

AUC

AUPR

Single-layer GWT

0.961 ± 0.009

0.886 ± 0.006

Single-layer HGCN

0.962 ± 0.002

0.868 ± 0.011

No Contrast

0.969 ± 0.003

0.898 ± 0.001

GWT (J=2)

0.965 ± 0.004

0.888 ± 0.002

No GWT (use GCN)

0.965 ± 0.017

0.898 ± 0.016

GHCDTI

0.977 ± 0.009

0.901 ± 0.007

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