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Table 2 Classification performances

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

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