Table 4. Statistics of lymphoblasts classification using QDCP extracted from various color spaces (mean±std.).
Color space | FLD | SVM | KNN | |||
---|---|---|---|---|---|---|
ACC | AUC | ACC | AUC | ACC | AUC | |
RGB | 0.7658±0.083 | 0.846±0.082 | 0.827±0.069 | 0.888±0.070 | 0.820±0.071 | 0.860±0.078 |
YCbCr | 0.869±0.068 | 0.939±0.045 | 0.855±0.073 | 0.927±0.082 | 0.858±0.080 | 0.938±0.051 |
CIELab | 0.838±0.065 | 0.920±0.058 | 0.811±0.067 | 0.914±0.082 | 0.825±0.075 | 0.916±0.056 |
I1H2H3 | 0.860±0.076 | 0.930±0.051 | 0.845±0.077 | 0.911±0.084 | 0.856±0.079 | 0.936±0.053 |