Dataset

introduction

The data set includes data for 200 machines from 0 to 199, in which each machine has a total of 18 KPIs from 0 to 17. Each KPI curve shows the situation of the corresponding machine in 45 days.

The labeling is for the data of these 200 machines on the 35th day. (Day35_0-199.csv)

data

take part of 0.txt (machine 0) for example:

k0	k1	k2	k3	k4	k5	k6	k7	k8	k9	k10	k11	k12	k13	k14	k15	k16	k17
0.45	0.5	0.5	0.5	0.5	0.59	0.38	0.38	0.38	0.36	0.37	0.38	0.37	0.38	0.4	0.46	0.41	0.61
0.51	0.5	0.5	0.5	0.5	0.59	0.36	0.36	0.38	0.35	0.36	0.37	0.36	0.37	0.39	0.46	0.4	0.62
0.45	0.5	0.5	0.5	0.5	0.61	0.33	0.42	0.37	0.34	0.35	0.36	0.35	0.36	0.38	0.45	0.38	0.61
0.49	0.5	0.5	0.5	0.5	0.62	0.32	0.35	0.35	0.33	0.34	0.34	0.34	0.34	0.36	0.43	0.37	0.58

labels

machine	kpi_id	label
0	0	1
5	5	0
7	6	2

• 1：normal
• 0：Subsequence outlier
• 2：Outlier time series