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. Author manuscript; available in PMC: 2023 Oct 10.
Published in final edited form as: IEEE/ACM Trans Comput Biol Bioinform. 2022 Oct 10;19(5):2817–2828. doi: 10.1109/TCBB.2021.3089417

TABLE 2:

Predictive Performance of ERF and RF on Liver Toxicity Data

OUT-OF-BAG HOLD-OUT SET
Methods MSE R 2 MSE R 2
Enriched Random Forest 0.04 0.4 0.02 0.7
Traditional Random Forest 0.05 0.24 0.02 0.62