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Table 5 Performance comparison on the Human and C. elegans sets

From: Multi-PLI: interpretable multi‐task deep learning model for unifying protein–ligand interaction datasets

Dataset

Metric

k-NN

SVM

CNN/Graph

Single-task

Multi-task

Human

AUC

0.904

0.942

0.950

0.958

0.961

 C. elegans

AUC

0.892

0.901

0.971

0.963

0.970

  1. The AUC scores of k-NN, SVM, CNN/Graph are derived from [13]
  2. Best values are higlhlighted in bold
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Journal of Cheminformatics

ISSN: 1758-2946

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