Table 1. Summary of described evaluation measures.
|
NSS |
|
|
AUC | naïve Bayes | KL | correlation | |
| Intuitive Scale | − | 0 | − | + | + | + | − | 0 |
| Few Parameters | + | + | − | − | + | − | − | − |
| Robustness | − | − | + | + | + | − | − | − |
| Low data demand | + | + | + | + | + | − | − | − |
The table shows a summary of the evaluation measures and their performance with regard to the desirable properties described above. ‘+’ indicates that the measure exhibits the property, while ‘0’ and ‘−‘ indicate that the measure is neutral w.r.t. to the property or does not exhibit it.