Hybrid radar emitter recognition based on rough k-means classifier and SVM

EURASIP Journal on Advances in Signal Processing

Table 7 Recognition results of Iris

Method	Recognition accuracy	The number of training samples for SVM	The time complexity
SVM in the first part	98.67%	150	$O (15 0^{3})$
Our method in the first part	99.33%	70	$O (7 0^{3})$
SVM in the second part	93.33%	60	$O (6 0^{3})$
Our method in the second part	97.78%	36	$O (3 6^{3})$