Skip to main content
. 2019 Dec 20;2019:1258782. doi: 10.1155/2019/1258782

Table 2.

Classification results of different classifiers under different feature extraction.

SVM (%) RF (%) KNN (%) NB (%) Softmax (%) DT (%) Catb (%) Lgb (%) Xgb (%)
HSV 64.91 62.47 23.26 17.82 17.63 59.66 27.20 26.45 55.91
LBP 64.91 60.78 24.02 14.82 16.14 56.85 58.54 23.45 57.79
HOG 19.14 60.78 25.7 16.32 14.07 57.22 34.52 32.65 59.29
VGG16-CI 67.17 66.04 66.79 66.60 67.72 64.72 66.42 68.67 67.35