Jamming Prediction for Radar Signals Using Machine Learning Methods

Table 5

Test accuracy (%) of known types and unknown types.

	DNN/EF		LSTM model
	Known types	Unknown types	Known types	Unknown types
1	98.49	93.33	99.72	97.20
2	98.35	92.47	99.70	95.09
3	98.49	90.57	98.78	90.76
4	98.60	92.81	99.06	90.94
5	98.61	92.72	99.32	93.42
6	98.55	94.31	99.60	95.06
7	98.39	92.62	99.71	96.73
8	98.47	92.11	99.01	89.69
9	98.31	92.19	99.00	90.64
10	98.33	91.32	99.65	95.76
Avg.	98.46	92.45	99.36	93.53