From: Online detection of error-related potentials boosts the performance of mental typewriters
Participant | Nr. | Spelling without | Training Set | Performance | Training Set | Performance | |
---|---|---|---|---|---|---|---|
code | Rep. | ErrP detection | of Classifier A | of Classifier A | of Classifier B | of Classifier B | |
 |  | (Accuracy l1, l2/Speed) | (Trials/Errors) | (AUC/Speed) | (Trials/Errors) | (AUC/Speed) | |
gbo | 2 | 64.7%, 73.7%/0.9 | 317/47 (14.8%) | 0.83/1.5 | 364/114 (31.3%) | 0.97/2.4 | |
bad | 2 | 64.4%, 72.7%/1.2 | 294/45 (15.3%) | 0.85/1.6 | 481/145 (30.1%) | 0.97/2.3 | |
iae | 1 | 66.3%, 75.8%/1.3 | 309/50 (16.2%) | 0.75/2.0 | 315/62 (19.7%) | 0.96/2.8 | |
gbq | 2 | 67.5%, 76.1%/1.2 | 315/51 (16.2%) | 0.62/1.2 | 402/112 (30.3%) | 0.96/2.4 | |
gbt | 4 | 84.1%, 89.1%/2.3 | 370/59 (15.9%) | 0.80/1.8 | 230/26 (11.3%) | 0.93/1.9 | |
iac | 2 | 76.1%, 82.8%/1.7 | 285/45 (15.8%) | 0.83/2.3 | 291/64 (22.0%) | 0.91/2.4 | |
gbn | 2 | 76.8%, 86.6%/1.9 | 330/51 (15.5%) | 0.82/2.4 | 287/57 (19.9%) | 0.87/2.5 | |
gbw | 7 | 81.6%, 85.6%/1.3 | 415/63 (15.2%) | 0.87/1.4 | 255/35 (13.7%) | 0.84/1.3 | |
iau | 3 | 75.3%, 85.8%/1.9 | 364/60 (16.5%) | 0.69/1.6 | 224/49 (21.9%) | 0.79/2.2 | |
mk | 3 | 72.1%, 83.0%/1.9 | 308/46 (14.9%) | 0.69/1.5 | 290/50 (17.2%) | 0.75/1.5 | |
fat | 4 | 98.5%, 99.0%/2.7 | 379/60 (15.8%) | 0.95/2.6 | 169/2 (1.2%) | 0.99/2.7 | |
Mean | 2.9 | 75.2%, 82.7%/1.7 | 335/52 (15.6%) | 0.79/1.8 | 301/66 (19.9%) | 0.90/2.2 | |
SE | 0.5 | 3.1, 2.4/0.2 | 27/4 (1.3) | 0.03/0.1 | 27/13 (2.7) | 0.02/0.1 |