From: Automatic detection of anomalies in screening mammograms
Wavelet basis§ | Best feature combination | Sensitivity*(%) | Specificity†(%) | Overall‡classification rate (%) | ||
---|---|---|---|---|---|---|
Haar | S-h1 | K-a2 | K-a8 | 90.8 | 32.7 | 51.5 |
Db2 | K-a3 | Â | Â | 93.9 | 14.1 | 39.9 |
Db4 | K-h5 | Â | Â | 94.9 | 9.3 | 37.0 |
Db8 | S-h3 | S-a4 | K-d4 | 91.8 | 27.3 | 48.2 |
Bior 1.5 | K-h3 | K-a1 | K-a8 | 94.9 | 13.7 | 39.9 |
Bior 2.2 | K-a2 | Â | Â | 94.9 | 14.1 | 40.3 |
Bior 2.8 | S-d5 | K-a4 | Â | 94.9 | 27.3 | 49.2 |
Bior 3.7 | S-d6 | K-d8 | K-a7 | 93.9 | 23.9 | 46.5 |
Bior 4.4 | K-h6 | K-a2 | K-a5 | 93.9 | 16.1 | 41.3 |
Bior 5.5 | K-a1 | Â | Â | 93.9 | 14.1 | 39.9 |
Bior 6.8 | S-h3 | K-h7 | K-a3 | 94.9 | 22.0 | 45.5 |