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Table 3 Verification of optimal fermentation conditions

From: Combination of uniform design with artificial neural network coupling genetic algorithm: an effective way to obtain high yield of biomass and algicidal compound of a novel HABs control actinomycete

Indexes Regression model GA-ANN method Control
Algicidal ratio Experimental results 88.59 ± 3.46% 92.15 ± 1.12% 78.83 ± 2.76%
Improvement compared to control 12.38% 16.90% /
Prediction 103.00% 90.50% /
Prediction error 16.27% 1.79% /
Dry mycelial weight Experimental results 0.2127 ± 0.0191 g 0.2165 ± 0.072 g 0.1279 ± 0.0116 g
Improvement compared to control 66.30% 69.27% /
Prediction 0.2598 g 0.2283 g /
Prediction error 22.14% 5.45% /