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. Author manuscript; available in PMC: 2024 Apr 9.
Published in final edited form as: J Chem Inf Model. 2023 Sep 22;64(7):2405–2420. doi: 10.1021/acs.jcim.3c01023

Table 8.

Comparison of PLPCA and Other Notable Methods Performances on the COAD Data

method mean ACC mean macro-REC mean macro-PRE mean macro-F1 macro-AUC
PLPCA 0.9886 0.9680 0.9517 0.9578 0.9680
pLPCA 0.9788 0.9450 0.8996 0.9115 0.9450
RLSDSPCAa13 0.9797 0.9443 0.9081 0.9149 0.9444
SDSPCAa11 0.9643 0.9533 0.8740 0.8918 0.9533
RgLPCAa12 0.9734 0.9015 0.8990 0.8750 0.8990
gLSPCAa41 0.9761 0.9250 0.8969 0.8958 0.9250
gLPCAa12 0.9756 0.9429 0.8841 0.9002 0.9429
PCAa42 0.9593 0.8988 0.8599 0.8799 0.8980
a

Reproduced in the present work.