From: Improvement in twins handwriting identification with invariants discretization
ROSETA built-in methods an reductions | Genetic algorithm | Holte 1R algorithm | Exhaustive algorithm | |||
---|---|---|---|---|---|---|
Datasets | Pre-Dis | Post-Dis | Pre-Dis | Post-Dis | Pre-Dis | Post-Dis |
Tenfold CV | ||||||
   Mean (%) | 10.32 | 100.0 | 06.70 | 100.0 | 10.32 | 100.0 |
   Median (%) | 11.53 | 100.0 | 05.12 | 100.0 | 11.53 | 100.0 |
   StdDev (%) | 04.64 | 00.00 | 04.20 | 00.00 | 04.64 | 00.00 |
   Maximum (%) | 15.38 | 100.0 | 17.94 | 100.0 | 15.38 | 100.0 |
   Minimum (%) | 02.56 | 100.0 | 02.56 | 100.0 | 02.56 | 100.0 |
Sevenfold CV | ||||||
   Mean (%) | 09.31 | 100.0 | 04.65 | 100.0 | 09.31 | 100.0 |
   Median (%) | 10.90 | 100.0 | 03.63 | 100.0 | 10.90 | 100.0 |
   StdDev (%) | 03.57 | 00.00 | 01.44 | 00.00 | 03.57 | 00.00 |
   Maximum (%) | 14.54 | 100.0 | 07.27 | 100.0 | 14.54 | 100.0 |
   Minimum (%) | 03.63 | 100.0 | 03.50 | 100.0 | 03.63 | 100.0 |
Fivefold CV | ||||||
   Mean (%) | 10.87 | 100.0 | 06.48 | 100.0 | 10.87 | 100.0 |
   Median (%) | 11.68 | 100.0 | 07.79 | 100.0 | 11.68 | 100.0 |
   StdDev (%) | 03.18 | 00.00 | 03.91 | 00.00 | 03.18 | 00.00 |
   Maximum (%) | 14.28 | 100.0 | 11.68 | 100.0 | 14.28 | 100.0 |
   Minimum (%) | 06.32 | 100.0 | 02.53 | 100.0 | 06.32 | 100.0 |