Table 5.
Trend | Model | Subj.1 | Subj.2 | Subj.3 | Subj.4 | Subj.5 |
---|---|---|---|---|---|---|
day1 as Validation dataset | LDA | 0.9881 | 0.9995 | 0.9929 | 0.9815 | 0.9865 |
PNN | 0.9916 | 0.9996 | 0.9736 | 0.9697 | 0.9938 | |
day2 as Validation dataset | LDA | 0.9884 | 0.9837 | 0.9581 | 0.9772 | 0.9620 |
PNN | 0.8750 | 0.9627 | 0.9940 | 0.9812 | 0.9913 | |
day3 as Validation dataset | LDA | 0.9960 | 0.9987 | 0.9289 | 0.9996 | 0.9984 |
PNN | 0.9941 | 0.9960 | 0.9515 | 0.9907 | 0.9869 |