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. Author manuscript; available in PMC: 2021 May 1.

Published in final edited form as: IEEE Sens J. 2020 Jan 17;20(9):4940–4950. doi: 10.1109/JSEN.2020.2967058

Table II.

LSTM training results for different antibiotics.

	Active			Inactive
Antibiotic (concentration)	Number of cells		Accuracy (%)	Number of cells		Accuracy (%)
Antibiotic (concentration)	Training	Testing	Accuracy (%)	Training	Testing	Accuracy (%)
polymyxin B (8 μg/mL)	2886	722	84.49	2915	729	96.30
ampicillin (8 μg/mL)	2886	722	85.87	2454	614	91.86
gentamicin (16 μg/mL)	2886	722	83.66	2480	621	94.69
streptomycin (16 μg/mL)	2886	722	42.94	2962	741	55.87
ciprofloxacin (0.125 μg/mL)	2886	722	46.81	2956	739	80.11