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Table 5 Construction and Validation Parameters of the ANN approach

From: The effectiveness of multivariate and univariate spectrophotometric techniques for the concurrent estimation of ornidazole and ciprofloxacin HCl in tablet formulation and spiked serum: estimating greenness and whiteness profile

Drug

CI

OR

Net

1 layer, 2 neurons

Transfer functions

TANSIG-PURELIN

Algorithms

Bayesian regularization

Regression equation

Y = 1 X + 0.00094

Y = 1 X + 0.0012

MSEPa

0.02257

0.02517

RRMSEPa

1.70743

1.57856

BCMSEPa

0.02451

0.02749

  1. aCalculated for CI and OR at concentrations of (5 µg/mL, 6 µg/mL, 8 µg/mL, 10 µg/mL, 12 µg/mL, 15 µg/mL)
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BMC Chemistry

ISSN: 2661-801X

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