Method of Series Arc Fault Detection Based on Phase Space Reconstruction and Convolutional Neural Network

Table 2

Accuracy of different parameters.

Batch size	Number of training rounds
	20	30	40	50
16	98.15	98.52	99.63	96.67
32	98.52	99.26	98.52	98.15
64	98.15	97.04	98.52	97.41
128	93.33	97.78	89.26	98.15