From: Feature analysis for classification of trace fluorescent labeled protein crystallization images
Feature Set | Classifier | Norm | Acc | Pacc | Sensitivity | Adjusted sensitivity |
---|---|---|---|---|---|---|
Intensity | ID3 | No | 0.877 | 0.836 | 0.701 | 0.950 |
Region Otsu | BYS | Yes | 0.751 | 0.702 | 0.622 | 0.915 |
Region G 90 | SVM | Yes | 0.864 | 0.818 | 0.676 | 0.944 |
Region G 99 | SVM | Yes | 0.882 | 0.838 | 0.723 | 0.944 |
Region Morph | BYS | Yes | 0.738 | 0.717 | 0.580 | 0.994 |
Hough | SVM | Yes | 0.841 | 0.737 | 0.235 | 0.906 |
Texture | ID3 | Yes | 0.822 | 0.778 | 0.605 | 0.877 |
DCT | BYS | Yes | 0.691 | 0.647 | 0.480 | 0.775 |
Histogram | SVM | Yes | 0.908 | 0.852 | 0.705 | 0.996 |