Bulletin of the National Research Centre

Table 5 Performance of PGE2inflammatory biomarker

From: The effect of ethanolic leaves extract of Hymenodictyon floribundun on inflammatory biomarkers: a data-driven approach

Models	Calibration				Verification
Models	DC	CC	RMSE	MSE	DC	CC	RMSE	MSE
MLP-PGE2	0.65	0.80	75.96	5770.56	0.72	0.85	31.40	986.05
ANFIS-PGE2	1.00	1.00	0.00	0.00	1.00	1.00	0.22	0.05
SWLR-PGE2	0.85	0.92	49.63	2463.26	0.85	0.92	23.26	540.84

The best performing model are written in bold
DC = Determination co-efficient, CC = Correlation co-efficient, RMSE = Root mean square error, MSE = Mean square error, n = 6

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