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. 2021 Aug 6;136:104744. doi: 10.1016/j.compbiomed.2021.104744

Table 7.

Results using feature selection with a GA and the MLP classifier.

Architecture A R P F K AUROC AUPRC
SARS-COV-2 CT-Scan Dataset
Without optimization 0.993 0.993 0.994 0.993 0.987 0.993 0.993
With optimization 0.997 0.997 0.998 0.997 0.995 0.997 0.997
COVID-CT Dataset
Without optimization 0.975 0.975 0.975 0.975 0.951 0.975 0.975
With optimization 0.987 0.989 0.986 0.987 0.975 0.989 0.987

Values in bold indicate the best results found, for all experiments.