. Author manuscript; available in PMC: 2021 Mar 15.

Published in final edited form as: Ecotoxicol Environ Saf. 2020 Jan 20;191:110216. doi: 10.1016/j.ecoenv.2020.110216

Table 1.

Correlation coefficients (R²) and mean absolute error (MAE) of kNN, RF and consensus modeling results in the five sets.

Inflammatory response	kNN	RF	Consensus
IL-6 (mRNA)	0.71 (1.24)^a	0.69 (1.50)	0.73 (1.24)
IL-6 (protein)	0.70 (3.35)	0.58 (4.39)	0.69 (3.52)
IL-8 (mRNA)	0.67 (1.03)	0.76 (0.93)	0.76 (0.91)
IL-8 (protein)	0.63 (40.53)	0.62 (41.51)	0.65 (38.59)
EC50	0.73 (13.79)	0.77 (12.68)	0.76 (13.01)

Values in brackets are MAE of the modeling results.