Time Series Classification on UCR 12 datasets Earliness=0.6L (test)
0.86Average AUC-PRCGDPD
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GDPDArchitecture (Teacher -> Student)=LSTM3-100 -> LSTM3-1002026.05 | 0.86 | 1.33 | 8 | — | — | |
| BaseKDArchitecture (Teacher -> Student)=LSTM3-100 -> LSTM3-1002026.05 | 0.837 | 2.58 | 3 | 10 | 2 | |
| FitsArchitecture (Teacher -> Student)=LSTM3-100 -> LSTM3-1002026.05 | 0.8115 | 2.42 | 2 | 10 | 2 | |
| BaseArchitecture (Teacher -> Student)=LSTM3-100 -> LSTM3-1002026.05 | 0.7679 | 3.58 | 0 | 12 | 0 |