Time Series Forecasting on BTC Price 2024 (test)
0.65MAPETFT-ACB-XML
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TFT-ACB-XMLframework=walk-forward procedure2026.02 | 0.65 | 198.15 | 258.3 | |
| ACB-XDE2026.02 | 0.76 | 208.4 | 270.14 | |
| Standard TFT2026.02 | 1.02 | 253.4 | 330.2 | |
| iTransformer2026.02 | 1.08 | 268.5 | 348.15 | |
| Informer2026.02 | 1.15 | 286.1 | 370.4 | |
| Attention- BiLSTM2026.02 | 1.28 | 318.15 | 410.93 | |
| CNN-LSTM2026.02 | 1.35 | 335.4 | 432.75 | |
| Stacked LSTM2026.02 | 1.42 | 352.8 | 455.1 | |
| BiLSTM2026.02 | 1.48 | 368.15 | 472.6 | |
| Attention-LSTM2026.02 | 1.55 | 385.6 | 490.25 | |
| XGBoost2026.02 | 1.62 | 402.4 | 512.18 | |
| GRU2026.02 | 1.72 | 428.1 | 545.3 | |
| LSTM2026.02 | 1.78 | 442.5 | 560.12 | |
| RNN2026.02 | 1.95 | 485.2 | 610.45 | |
| Naïve persistence baseline (Baseline)2026.02 | 2 | 559.89 | 1,104.13 |