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Table 3 Performance of 1L-6 inflammatory biomarker

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

Models

Calibration

Verification

DC

CC

RMSE

MSE

DC

CC

RMSE

MSE

MLP-1L-6

0.7971

0.8928

77.6708

6032.766

0.6450

0.8031

89.8350

8070.327

ANFIS-1L-6

0.9999

0.9999

0.21906

0.047991

1.0000

1.0000

0.00000

0.0000

SWLR-1L-6

0.7382

0.8591

88.2317

7784.8414

0.61340

0.78319

91.23550

8323.9164

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