Fault Identification and Analysis of Communication Network Based on Deep Learning

Table 3

Fiber link failure.

Link number	Accuracy (%)
L1	98.795
L2	97.597
L3	98.889
L4	98.824
L5	98.851
L6	100
L7	100
L8	98.667
L9	97.647
L10	98.864
L11	99.765
L12	98.75
L13	100
L14	100
L15	98.611
L16	97.727
L17	98.718
L18	98.757
L19	99.78
L20	99.023
L21	100
L22	98.63
L23	100
L24	99.795
L25	100
L26	100
L27	100
L28	99.864
L29	97.778
L30	99.75
L31	98.756
L32	99.81
L33	99.718
L34	98.592
L35	98.684
L36	100
L37	100
L38	100
L39	100
L40	100
L41	97.856
L42	98.847
L43	98.649
L44	99.897
L45	100
L46	100