From: Improved vehicle detection systems with double-layer LSTM modules
Test case | α | β | Detection rate (%) | False positive rate (%) | F1-score (%) |
---|---|---|---|---|---|
(a) | 0 | 1 | 72.67 | 29.23 | 71.98 |
(b) | 0.25 | 1 | 91.62 | 6.22 | 92.62 |
(c) | 0.5 | 1 | 91.86 | 5.81 | 92.94 |
(d) | 0.75 | 1 | 91.48 | 6.36 | 92.48 |
(e) | 1 | 0 | 91.53 | 6.31 | 92.53 |
(f) | 1 | 0.25 | 91.79 | 6.05 | 92.79 |
(g) | 1 | 0.50 | 91.71 | 6.13 | 92.71 |
(h) | 1 | 0.75 | 91.76 | 6.09 | 92.76 |
(i) | 1 | 1 | 91.83 | 6.01 | 92.83 |