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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 7.

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

method mean ACC mean macro-REC mean macro-PRE mean macro-F1 macro-AUC
PLPCA 0.9371 0.8393 0.9089 0.8619 0.9065
pLPCA 0.9267 0.8318 0.8857 0.8471 0.8991
RLSDSPCA13 0.9273 0.8343 0.8972 0.8527 0.9024
SDSPCA11,13 0.9124 0.8144 0.8917 0.8333 0.8891
RgLPCA12,13 0.9197 0.8210 0.8748 0.8353 0.8945
gLSPCA13,41 0.9195 0.8148 0.8769 0.8318 0.8910
gLPCA12,13 0.9193 0.8147 0.8768 0.8316 0.8909
PCA13,42 0.9108 0.7957 0.8389 0.8025 0.8726