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. Author manuscript; available in PMC: 2023 Jul 15.
Published in final edited form as: Sci Total Environ. 2022 Mar 25;830:154795. doi: 10.1016/j.scitotenv.2022.154795

Table 4.

Comparison of the statistical performance of the QSAR models for acute toxicity in tadpoles of the brown Japanese frog (Rana japonica)

N R2(training) RMSE(training) N R2(validation) RMSE(validation) Reference
9 0.930 0.220 - - - Wang et al., 2019a
51 0.834–0.914 0.243– 0.175 - - - Huang et al., 2003a
51 0.915 0.183 - - - Roy and Ghosh, 2006
44 0.722 0.330 14 0.965 0.110 Eq.5