From: Deriving image features for autonomous classification from time-series recurrence plots
STANDARD | Circle | Ellipse | Rectangle | Square | Triangle | Prediction success |
---|---|---|---|---|---|---|
Circle | 50 | 0 | 0 | 0 | 0 | 1.00 |
Ellipse | 0 | 45 | 0 | 5 | 0 | 0.90 |
Rectangle | 0 | 0 | 50 | 0 | 0 | 1.00 |
Square | 1 | 6 | 1 | 37 | 5 | 0.74 |
Triangle | 0 | 0 | 7 | 4 | 39 | 0.78 |
Model | 0.884 | |||||
RQA | ||||||
Circle | 47 | 0 | 3 | 0 | 0 | 0.94 |
Ellipse | 0 | 41 | 0 | 6 | 3 | 0.82 |
Rectangle | 1 | 0 | 48 | 1 | 0 | 0.96 |
Square | 1 | 10 | 6 | 31 | 2 | 0.62 |
Triangle | 1 | 5 | 0 | 2 | 42 | 0.84 |
Model | 0.836 | |||||
STANDARD & RQA | ||||||
Circle | 50 | 0 | 0 | 0 | 0 | 1.00 |
Ellipse | 0 | 46 | 0 | 4 | 0 | 0.94 |
Rectangle | 0 | 0 | 50 | 0 | 0 | 1.00 |
Square | 1 | 1 | 2 | 43 | 3 | 0.88 |
Triangle | 0 | 0 | 0 | 0 | 50 | 1.00 |
Model | 0.956 | |||||
STANDARD & RQA & ESQ | ||||||
Circle | 50 | 0 | 0 | 0 | 0 | 1.00 |
Ellipse | 0 | 46 | 0 | 4 | 0 | 0.92 |
Rectangle | 0 | 4 | 49 | 1 | 0 | 0.90 |
Square | 1 | 3 | 1 | 43 | 2 | 0.86 |
Triangle | 0 | 0 | 0 | 0 | 50 | 1.00 |
Model | 0.952 |