A Semiconductor Bridge Electrical Explosive Device Online Firing Quality Identification Algorithm

Table 2

The identification results of 3 classification algorithms.

Classification algorithm	Data sample	Correct times	Failure times	Accuracy rating (%)	F1-score
SVM	Excellent performance	47	3	94	0.9307
	Performance failure	46	4	92
KNN	Excellent performance	47	3	94	0.9216
	Performance failure	45	5	90
Naive Bayes	Excellent performance	46	4	92	0.9109
	Performance failure	45	5	90