Multivariate Time Series Classification on HAR
96.71AccuracyMLSTM-FCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MLSTM-FCN2018.01 | 96.71 | — | — | |
| MALSTM-FCN2018.01 | 96.71 | — | — | |
| LSTM-FCN2018.01 | 96 | — | — | |
| ALSTM-FCN2018.01 | 95.49 | — | — | |
| ConvTranTrain size=415462023.05 | 90.98 | 2,367.77 | 1.82 | |
| ConvTranTrain Size=415462023.05 | 90.98 | — | — | |
| ConvTranAvg Train=84002023.05 | 90.98 | — | — | |
| TSTAvg Train=84002023.05 | 88.31 | — | — | |
| Disjoint-CNNAvg Train=84002023.05 | 88.07 | — | — | |
| ITAvg Train=84002023.05 | 87.75 | — | — | |
| ResNetAvg Train=84002023.05 | 87.11 | — | — | |
| FCNAvg Train=84002023.05 | 84.45 | — | — | |
| ROCKETTrain size=415462023.05 | 82.93 | 5,366.34 | 11.51 | |
| ROCKETTrain Size=415462023.05 | 82.93 | — | — | |
| RF2018.01 | 81.57 | — | — |