Effect Improved for High-Dimensional and Unbalanced Data Anomaly Detection Model Based on KNN-SMOTE-LSTM

Table 2

The difference of the measurement data by F test.

Field	F test	Df	Sig.
V1	2955.669	1, 213608	0.000
V2	2393.402	1, 213608	0.000
V3	11014.508	1, 213608	0.000
V4	5163.832	1, 213608	0.000
V5	2592.358	1, 213608	0.000
V6	543.511	1, 213608	0.000
V7	10349.605	1, 213608	0.000
V8	112.548	1, 213608	0.000
V9	2746.6	1, 213608	0.000
V10	14057.98	1, 213608	0.000
V11	6999.355	1, 213608	0.000
V12	20749.822	1, 213608	0.000
V13	5.948	1, 213608	0.015
V14	28695.548	1, 213608	0.000
V15	5.08	1, 213608	0.024
V16	11443.35	1, 213608	0.000
V17	33979.17	1, 213608	0.000
V18	3584.381	1, 213608	0.000
V19	344.991	1, 213608	0.000
V20	115	1, 213608	0.000
V21	465.916	1, 213608	0.000
V22	0.185	1, 213608	0.667
V23	2.053	1, 213608	0.152
V24	14.851	1, 213608	0.000
V25	3.116	1, 213608	0.078
V26	5.654	1, 213608	0.017
V27	88.045	1, 213608	0.000
V28	25.901	1, 213608	0.000