MI vs. Normal Classification on PTB-XL (Segmented)
92.21AccuracyArsenal
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ArsenalModel Type=Kernel-Based, Latency (ms)=295.202026.07 | 92.21 | 94.08 | 90.18 | 94.11 | 92.09 | |
| RocketModel Type=Kernel-Based, Latency (ms)=17.702026.07 | 91.06 | 92.78 | 89.16 | 92.97 | 90.93 | |
| InceptionTimeModel Type=Deep Learning, Latency (ms)=2.942026.07 | 89.06 | 89.15 | 89.08 | 89.07 | 89.11 | |
| MCDCNNModel Type=Deep Learning, Latency (ms)=2.752026.07 | 88.42 | 90.76 | 85.69 | 91.6 | 88.15 | |
| LSTM-FCNModel Type=Deep Learning, Latency (ms)=0.792026.07 | 85.74 | 86.03 | 85.52 | 85.99 | 85.77 | |
| ResNetModel Type=Deep Learning, Latency (ms)=1.722026.07 | 85.44 | 85.7 | 85.27 | 85.59 | 85.48 | |
| MLPModel Type=Deep Learning, Latency (ms)=1.252026.07 | 83.18 | 84.23 | 81.88 | 83.94 | 82.97 | |
| CNNModel Type=Deep Learning, Latency (ms)=0.442026.07 | 81.61 | 84.33 | 77.9 | 85.33 | 80.99 | |
| GRUModel Type=Deep Learning, Latency (ms)=11.282026.07 | 56.83 | 57.74 | 52.75 | 60.38 | 55.13 |