Table 6 Testing accuracy per class for the region of interest detection task. Low precision indicates that the problem is hard to solve using classification at fine level granularity. However, a simple 0/1 classifier is sufficient to infer the region of interest with 0.816 recall
Class | FP Rate | Precision | Recall | F-measure | ROC Area |
|---|---|---|---|---|---|
0 | 0.184 | 0.765 | 0.517 | 0.617 | 0.667 |
1 | 0.483 | 0.594 | 0.816 | 0.687 | 0.667 |
W. Avg. | 0.323 | 0.685 | 0.656 | 0.650 | 0.667 |