Table 4.
Classification Performance for ROIs from ACE Dataset
| Sr. no. | Size of ROI | AD | Non-AD | Kernel | Confusion matrix | Sensitivity (%) | Specificity (%) | Accuracy (%) | A z | F-score | Y index | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Fixed size | 08 | 17 | Linear | 07(TP) | 02(FP) | 87.50 | 88.23 | 88 | 0.93 | 0.82 | 0.75 |
| 01(FN) | 15(TN) | |||||||||||
| 2 | Fixed size | 08 | 17 | RBF | 07(TP) | 04(FP) | 87.50 | 76.47 | 80 | 0.86 | 0.73 | 0.67 |
| 01(FN) | 13(TN) | |||||||||||
| 3 | Fixed size | 08 | 17 | Polynomial | 07(TP) | 02(FP) | 87.50 | 88.23 | 88 | 0.93 | 0.82 | 0.75 |
| 01(FN) | 15(TN) | |||||||||||