| n | m | Parameters and theoretical AUROC | AUROC | Mean absolute error | Root mean square error | |||
| Parametric | Non-parametric | Parametric | Non-parametric | Parametric | Non-parametric | |||
| 25 50 100 | 25 50 100 |
| 0.94510105 0.94328579 0.94380183 | 0.94243520 0.94332480 0.94305670 | 0.02369863 0.01700533 0.01235741 | 0.02987046 0.02083929 0.01457027 | 0.02966267 0.02133122 0.01531695 | 0.03753967 0.02603341 0.01807047 |
| 25 50 100 | 25 50 100 |
| 0.96497062 0.96303781 0.96287246 | 0.96497062 0.96354760 0.96307080 | 0.01698465 0.01227429 0.00944949 | 0.02265412 0.01685340 0.01136324 | 0.02131398 0.01579954 0.01171875 | 0.02920274 0.02087816 0.01424524 |
| 25 50 100 | 25 50 100 |
| 0.49657810 0.50130506 0.49935328 | 0.50108800 0.50070400 0.50077890 | 0.05885142 0.04096787 0.02780156 | 0.07111360 0.04817280 0.03251370 | 0.07395279 0.05166748 0.03500349 | 0.08794395 0.05992312 0.04125929 |
| 25 50 100 | 25 50 100 |
| 0.78773255 0.78368067 0.78395312 | 0.78146080 0.78318800 0.78081920 | 0.04923109 0.03399182 0.02350266 | 0.05214585 0.03607437 0.02663350 | 0.06064028 0.04236202 0.02924953 | 0.06570782 0.04505480 0.03335801 |
| 25 50 100 | 25 50 100 |
| 0.54717102 0.54756388 0.54589646 | 0.56197280 0.56239600 0.56126120 | 0.06239505 0.04259772 0.02881548 | 0.07071822 0.04874452 0.03495051 | 0.07903727 0.05316711 0.03598686 | 0.08875004 0.06029191 0.04396757 |
| 25 50 100 | 25 50 100 |
| 0.62033831 0.61726757 0.61576988 | 0.61352800 0.61430760 0.61333620 | 0.05904079 0.03898538 0.02851807 | 0.06053471 0.04278982 0.03094102 | 0.07398668 0.04840944 0.03537387 | 0.07600998 0.05341198 0.03876371 |
=3, 
=2.5,
=1.5, 
=3 TAUROC = 0.943182
=3, 
=2.5,
=1.5, 
=3.5 TAUROC = 0.963182
=1.5, 
=3,
=1.5, 
=3 TAUROC = 0.5
=2, 
=2.2,
=1.7, 
=3.5 TAUROC = 0.781468
=1.5, 
=2,
=1.6, 
=3.5 TAUROC = 0.544207
=2, 
=2.2,
=2, 
=3.5 TAUROC = 0.614035