. Author manuscript; available in PMC: 2022 Feb 1.

Published in final edited form as: J Microbiol Methods. 2020 Dec 29;181:106130. doi: 10.1016/j.mimet.2020.106130

Table 3:

Strain recognition using Genetic Algorithm, Supervised Neural Network and Quick Classifier algorithms in five classification models

Class	Model	Recognition Capability (%)	Cross Validation (%)
Typeable	GA	100	93
	SNN	50	51
	QC	90	88
Location	GA	97	90
	SNN	83	80
	QC	82	80
Outbreak 1	GA	100	95
	SNN	52	50
	QC	83	83
Outbreak 2	GA	100	88
	SNN	51	51
	QC	86	74
Outbreak 3	GA	100	93
	SNN	51	50
	QC	81	80

GA: genetic algorithm, SNN: supervised neural network, QC: quick classifier