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Table 3 Comparison of experimental results with ANN predicted results

From: Development of trigger sensitive hyaluronic acid/palm oil-based organogel for in vitro release of HIV/AIDS microbicides using artificial neural networks

RunFactorsResponses
Mucin adsorption (%)Flux (μg/cm2/min1/2)
HA concentration (ml)Volume of surfactant (ml)Reaction time (min)ExperimentPredictedExperimentPredicted
10.125.220.2623.1123.113.853.85
20.126.180.2621.2321.232.992.99
30.126.180.4439.7239.723.733.73
40.156.500.3555.7355.734.114.11
50.155.700.5068.7368.734.834.83
60.185.220.2621.4521.452.782.78
70.125.220.4437.5037.503.983.98
80.185.220.4428.3328.332.972.97
90.186.180.4431.9831.983.093.09
100.155.700.3532.9950.844.014.06
110.205.700.3533.8733.873.113.11
120.155.700.3559.9950.844.214.06
130.155.700.2046.7746.774.114.11
140.105.700.3525.7825.782.672.67
150.186.180.2623.0123.012.332.33
160.155.700.3535.8850.843.634.06
170.154.900.3544.6744.673.423.42
180.155.700.3557.3250.844.324.06
190.155.700.3560.1150.844.114.06
200.155.700.3558.7350.844.084.06