Regression on AAPL (test)
0.0328MAEBaseline AFT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Baseline AFTFeatures Used=All 95 Features, Sequence Length=60, Model Dimension=1282026.06 | 0.0328 | 0.0443 | 0.107 | |
| Random Forest2026.06 | 0.033 | 0.0451 | 0.146 | |
| Optimized AFTFeatures Used=Top-40 Features, Sequence Length=80, Model Dimension=962026.06 | 0.0336 | 0.0455 | 0.137 | |
| XGBoost2026.06 | 0.0344 | 0.045 | 0.14 | |
| GRU2026.06 | 0.0345 | 0.0476 | 0.275 | |
| LSTM2026.06 | 0.04 | 0.0523 | 0.536 | |
| Linear Regression2026.06 | 0.1887 | 0.2487 | 33.791 |