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Predictor Accuracy Config Validation
Generated: 2026-05-24T00:45:18.819606+00:00
Command
venv/bin/python scripts/run_predictor_accuracy_config_validation.py --seed-json docs/validation_runs/multi_factor_1000stock_overnight.json --events-cache docs/validation_runs/multi_factor_1000stock_finetune_events.pkl --objective accuracy --max-configs 12000 --random-configs 10000 --output-prefix predictor_accuracy_config_validation
Summary
- Objective:
accuracy - Covered stocks:
1045/1050 - Configs tested:
10267 - Passing configs:
2583 - Promotion decision:
PASS - Best config:
candidate_08963 - Strict best config:
candidate_08963
Current Baseline vs Best Accuracy Config
| Metric | Current Baseline | Best | Delta |
|---|---|---|---|
| Accuracy | 40.3925% | 42.5963% | +2.2038pp |
| Direction accuracy | 44.4077% | 43.7253% | -0.6824pp |
| BUY precision | 41.8795% | 42.2867% | +0.4072pp |
| SELL precision | 46.7144% | 44.3679% | -2.3465pp |
Strict best accuracy delta: 2.2038pp
Best Weights
| Factor | Weight |
|---|---|
oldwang_trend |
0.015 |
oldwang_guard |
0.01 |
oldwang_volume |
0.08 |
volume_expansion |
0.025 |
volume_spike |
0.04 |
volume_surge |
0.005 |
volume_contraction_after_spike |
0.04 |
candle_shadow |
0.005 |
upper_shadow |
0.09 |
lower_shadow |
0.02 |
bullish_upper_shadow |
0.04 |
high_volume_upper_shadow |
0.08 |
foreign_flow |
0.06 |
trust_flow |
0.005 |
dealer_flow |
0.055 |
institutional_flow |
0.05 |
chip_score |
0.035 |
margin_risk |
0.015 |
short_pressure |
0.07 |
macd_momentum |
0.015 |
rsi_trend |
0.04 |
rsi_reversal |
0.04 |
bb_reversion |
0.1 |
ma_alignment |
0.005 |
momentum_20d |
0.04 |
momentum_60d |
0.02 |
momentum_120d |
0.075 |
volatility_risk |
0.08 |
liquidity_quality |
0.015 |