HiComet: a high-throughput comet analysis tool for large-scale DNA damage assessment

BMC Bioinformatics

Table 2 Classification performances

Feature set	# of features	Training accuracy				Test accuracy
		SVM	NN	AdaBoost	CART	SVM	NN	AdaBoost	CART
HOG 8 × 8 from	360	0.921	0.947	0.818	0.968	0.865	0.833	0.778	0.726
left-half
HOG 8 ×8 from	361	0.935	0.956	0.867	0.963	0.877	0.869	0.836	0.752
left-half & boxratio
HOG 8 ×8	900	0.985	0.984	0.833	0.972	0.873	0.864	0.773	0.749
HOG 8 ×8 & boxratio	901	0.989	0.987	0.867	0.971	0.904	0.872	0.823	0.786

ISSN: 1471-2105