Table 2.
Quantiative classification results
| BE | BS | G3 | G4 | G5 | AT | PN | ||
|---|---|---|---|---|---|---|---|---|
| |
OVA |
0.90 |
0.98 |
0.74 |
0.83 |
0.97 |
0.92 |
0.96 |
| Accuracy |
OSC |
0.89 |
0.97 |
0.75 |
0.83 |
0.97 |
0.92 |
0.97 |
| |
CAS |
0.98 |
0.98 |
0.77 |
0.76 |
0.95 |
0.88 |
0.89 |
| |
OVA |
0.71 |
0.90 |
0.68 |
0.73 |
0.78 |
0.79 |
0.79 |
| PPV |
OSC |
0.67 |
0.87 |
0.69 |
0.71 |
0.81 |
0.76 |
0.81 |
| |
CAS |
0.99 |
0.97 |
0.79 |
0.73 |
0.76 |
0.91 |
0.88 |
| |
OVA |
0.92 |
0.98 |
0.78 |
0.84 |
0.97 |
0.93 |
0.96 |
| NPV |
OSC |
0.93 |
0.98 |
0.79 |
0.85 |
0.97 |
0.93 |
0.97 |
| CAS | 0.96 | 0.98 | 0.72 | 0.78 | 0.96 | 0.85 | 0.89 |
Summary of quantitative results for classification according to individual classes and classifier strategies.