Table 5 Results in the validation set for the classification of lesions versus normal tissue and malignant versus benign solid lesions using the full texture feature and the reduced feature set
Predicted | |||
|---|---|---|---|
Actual | Lesions versus normal tissue (n = 105) | Lesions (%) | Normal tissue (%) |
Lesions (n = 54) | |||
Full feature set | 50 (92.6) | 4 (7.4) | |
Reduced feature set | 52 (96.3) | 2 (3.7) | |
Normal tissue (n = 51) | |||
Full feature set | 3 (5.9) | 48 (94.1) | |
Reduced feature set | 4 (7.8) | 47 (92.2) | |
Malignant versus benign lesions (n = 54) | Malignant (%) | Benign (%) | |
Malignant (tot = 27) | |||
Full feature set | 23 (85.2) | 4 (14.8) | |
Reduced feature set | 22 (81.5) | 5 (18.5) | |
Benign (tot = 27) | |||
Full feature set | 1 (3.7) | 26 (96.3) | |
Reduced feature set | 2 (7.4) | 25 (92.6) | |