Table 4:
The computation time and memory usage comparison on simulation data. The computation time (mean ± std seconds) was measured during the model training. The memory usage (mean ± std mega bytes) is measured during the model training.
| MTS2CCA | MTGSCCA | MTSCCA | JCBSCCA | TCCA | SCCA | |
|---|---|---|---|---|---|---|
|
| ||||||
| Time | 0.042 ± 0.019 | 0.045 ± 0.026 | 0.041 ± 0.018 | 0.115 ± 0.253 | 5.782 ± 1.769 | 0.041 ± 0.025 |
| Memory | 4.68 ± 0.69 | 4.67 ± 0.17 | 4.67 ± 0.11 | 4.66 ± 0.18 | 14.60 ± 7.74 | 3.77 ± 0.68 |