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Table 9 Performance comparison of the developed QSAR and ELM-based models

From: Predicting the bioactivity of 2-alkoxycarbonylallyl esters as potential antiproliferative agents against pancreatic cancer (MiaPaCa-2) cell lines: GFA-based QSAR and ELM-based models with molecular docking

  MAE (pIC50) RMSE (pIC50) CC MAPD
QSAR 0.0562 0.0822 0.9831 1.323677
ELM-sine 0.0509 0.0689 0.9863 1.182579
ELM-sig 0.0489 0.0629 0.9887 1.127731