Directional Prediction on Financial Sector Datasets (test)
60.14AccuracyTop-7 Selection
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Top-7 Selectionselection_strategy=top-k, k=72025.12 | 60.14 | 3.1 | — | |
| Confidence-Weightedweighting=confidence2025.12 | 57.34 | 0.3 | — | |
| Best Individual2025.12 | 57.04 | — | — | |
| HECfull_name=Hybrid Quantum-Classical Ensemble2025.12 | 56.64 | -0.4 | — | |
| Adaptive Dynamic2025.12 | 56.36 | -0.68 | — | |
| Majority Voteweighting=uniform2025.12 | 55.59 | -1.45 | — | |
| Accuracy-Weightedweighting=historical accuracy2025.12 | 55.59 | -1.45 | — | |
| Dataset-DTgrouping=dataset-diverse, architecture=Decision Transformer2025.12 | 54.55 | -2.49 | — | |
| Dataset-LSTMgrouping=dataset-diverse, architecture=LSTM2025.12 | 52.8 | -4.24 | — | |
| Dataset-Logisticgrouping=dataset-diverse, architecture=Logistic Regression2025.12 | 52.1 | -4.94 | — | |
| All 35 modelsensemble_type=naive combination2025.12 | 51.2 | -5.84 | — |