| 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 |
| 0.83499460 0.82622273 0.82298757 | 0.81624160 0.81504800 0.81738310 | 0.04208654 0.02831481 0.01880156 | 0.04988046 0.03440443 0.02551748 | 0.05264093 0.03502017 0.02334890 | 0.06202688 0.04261664 0.03188375 |
| 25 50 100 | 25 50 100 |
| 0.86837326 0.85331447 0.84644056 | 0.85063360 0.84932000 0.85079500 | 0.04837996 0.03013549 0.01838186 | 0.05149320 0.03645040 0.02673079 | 0.05913404 0.03787997 0.02327638 | 0.06303793 0.04504823 0.03312037 |
| 25 50 100 | 25 50 100 |
| 0.80805333 0.79925816 0.79494199 | 0.79181280 0.79055920 0.79057760 | 0.04655485 0.02924576 0.02015210 | 0.05028390 0.03642339 0.02597084 | 0.05751225 0.03615749 0.02494965 | 0.06243109 0.04553154 0.03279818 |
| 25 50 100 | 25 50 100 |
| 0.65703285 0.66071741 0.65505433 | 0.65275680 0.65575840 0.65209930 | 0.05869804 0.03796614 0.02475642 | 0.06130676 0.04216340 0.02970049 | 0.07276215 0.04729011 0.03109102 | 0.07590817 0.05318708 0.03765384 |
| 25 50 100 | 25 50 100 |
| 0.86134950 0.85599478 0.85436039 | 0.85224160 0.85211400 0.85307030 | 0.04053192 0.02858384 0.02046065 | 0.04318826 0.03142398 0.02176051 | 0.05006792 0.03560911 0.02524979 | 0.05545086 0.03911211 0.02740467 |
| 25 50 100 | 25 50 100 |
| 0.93994355 0.93812690 0.93729421 | 0.93569280 0.93662200 0.93707370 | 0.02434545 0.01733529 0.01258346 | 0.02973861 0.02046246 0.01453632 | 0.03012846 0.02151211 0.01560085 | 0.03703009 0.02556071 0.01828934 |
=0.5,
=0.01,
=0.1, 
=0.02 TAUROC = 0.815805
=0.9,
=0.04,
=0.1, 
=0.09 TAUROC = 0.835128
=0.8,
=0.02,
=0.2, 
=0.03 TAUROC = 0.789746
=1,
=0.02,
=0.5, 
=0.04 TAUROC = 0.653063
=0.6,
=0.5,
=0.4, 
=0.1 TAUROC = 0.852848
=0.7,
=1,
=0.4, 
=0.3 TAUROC = 0.936809