Table 2 Offline and real-time results
Offline | Real-time | |||||||
|---|---|---|---|---|---|---|---|---|
Classification of | Training | Accuracy | Selection | Completion | Completion | Accuracy | ||
testing sets (ms) | time (s) | (%) | time (s) | time (s) | rate (%) | (%) | ||
LDA | 1.03 (±0.018) | 0.125 (±0.002) | 92.1 (±4) | 0.622 (±0.24) | 1.86 (±0.31) | 87.3 (±11) | 67.1 (±10) | |
MLP | 0.58 (±0.003) | 164.1 (±52.06) | 91.2 (±5) | 0.807 (±0.27) | 2.18 (±0.32) | 75.8 (±13) | 60.9 (±8.8) | |
RFN | 1.49 (±0.012) | 0.552 (±0.007) | 83.8 (±9) | 0.627 (±0.22) | 1.89 (±0.30) | 78.0 (±12) | 67.4 (±10) | |