Table 2.
Ten‐fold, cross‐validation errors of the classification of different artifacts and regular images by the classifiers obtained by a SVM algorithm. For each section of the phantom, a different classifier is used
Uniformity and Noise | Spatial Resolution | High‐Contrast Section | Low‐Contrast Section | |
---|---|---|---|---|
Scatter | 0.03 | 0 | 0 | 0.02 |
Beam Hardenig | 0 | 0 | 0 | 0 |
Rings | 0.2 | 0.06 | 0.03 | 0 |
Crescent Artifacts | 0.45 | 0.36 | 0.39 | 0.38 |
Regular | 0.1 | 0.14 | 0.23 | 0.28 |
Regular and Crescent Artifact | 0.18 | 0.03 | 0.01 | 0.18 |