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 |