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. 2018 Nov 12;13(11):e0206996. doi: 10.1371/journal.pone.0206996

Table 2. Statistics of glomerulus classification using QDCP extracted from various color spaces (mean±std.).

Color space FLD SVM KNN
ACC AUC ACC AUC ACC AUC
RGB 0.727±0.031 0.794±0.030 0.720±0.084 0.786±0.085 0.720±0.033 0.777±0.037
YCbCr 0.809±0.024 0.892±0.022 0.839±0.023 0.896±0.020 0.843±0.025 0.876±0.043
CIELab 0.706±0.032 0.796±0.032 0.677±0.089 0.755±0.104 0.688±0.035 0.765±0.039
I1H2H3 0.747±0.028 0.828±0.027 0.742±0.086 0.824±0.073 0.738±0.030 0.803±0.021