Gearbox Fault Identification and Classification with Convolutional Neural Networks

Table 7

Parameters tuning of CNN.

	Epochs
	300	250	200	150	100	50
12	97.98%	98.0%	98.02%	96.71%	95.35%	89.46%
8	97.92%	98.19%	98.35%	97.98%	96.31%	91.19%
6	97.98%	97.27%	96.71%	96.71%	96.25%	93.1%