Table 1 Performance of our proposed model with FastICA, PCA, and variance threshold feature selection method on HIPPIE dataset31.

From: Computational analysis of pathogen-host interactome for fast and low-risk in-silico drug repurposing in emerging viral threats like Mpox

Parameters

FastICA

PCA

Variance threshold (0.13)

Precision

0.7721

0.7270

0.8647

Recall

0.3988

0.6988

0.7622

MCC Score

0.3211

0.4367

0.6476

F1-Score

0.5259

0.7126

0.8103

AUC–ROC Score

0.6405

0.7182

0.8215

AUPRC Score

0.6085

0.6599

0.7780

  1. Significant values are given in bold.
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