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

Table 3 Verification of optimal fermentation conditions

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%	/

ISSN: 1475-2859