SSRI usage prediction on Actigraphy
0.7Average AUCPAT-L
Evaluation Results
| Method | Links | |
|---|---|---|
| PAT-LParams=1.99M2024.11 | 0.7 | |
| PAT Conv-LParams=1.99M2024.11 | 0.695 | |
| PAT-MParams=1.00M2024.11 | 0.69 | |
| CNN-3D (Smoothed)Params=790K2024.11 | 0.68 | |
| CNN-3DParams=790K2024.11 | 0.677 | |
| Wavelet TransformParams=10K2024.11 | 0.674 | |
| ScratchTransformer-MParams=1.00M2024.11 | 0.669 | |
| PAT Conv-MParams=1.00M2024.11 | 0.668 | |
| PAT Conv-SParams=287K2024.11 | 0.656 | |
| ConvLSTM (Smoothed)Params=1.76M2024.11 | 0.655 | |
| PAT-SParams=287K2024.11 | 0.641 | |
| CNN-1DParams=10K2024.11 | 0.616 | |
| CNN-1D (Smoothed)Params=10K2024.11 | 0.611 | |
| ConvLSTMParams=1.76M2024.11 | 0.606 | |
| ScratchTransformer-SParams=287K2024.11 | 0.554 | |
| LSTMParams=15K2024.11 | 0.527 | |
| LSTM (Smoothed)Params=15K2024.11 | 0.523 | |
| ScratchTransformer-LParams=1.99M2024.11 | 0.523 |