Predictor Accuracy Config Validation
Generated: 2026-05-24T00:45:18.819606+00:00
Objectiveaccuracy
Covered Stocks1045
Configs Tested10267
Passing2583
Best Accuracy Delta+2.2038pp
Strict Best Accuracy Delta+2.2038pp
PromotionPASS
Baseline vs Best
| Metric | Current Baseline | Best Config | 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 |
Promotion Checks
| Check | Status |
|---|
| has_golden_config | PASS |
| accuracy_improves | PASS |
| buy_precision_not_down | PASS |
| sell_precision_available | PASS |
| all_factor_weights_nonzero | PASS |
| signal_count_not_collapsed | PASS |
| not_tiny_stock_sample | PASS |
| history_at_least_3y | PASS |
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 |
Top Configs
| # | Name | Accuracy | Accuracy Delta | BUY Precision Delta | SELL Precision Delta | Gate |
|---|
| 1 | candidate_08963 | 42.5963% | +2.2038pp | +0.4072pp | -2.3465pp | PASS |
| 2 | candidate_04110 | 42.5641% | +2.1716pp | +0.5746pp | -1.6647pp | PASS |
| 3 | candidate_00835 | 42.5585% | +2.1660pp | +0.4924pp | -2.2489pp | PASS |
| 4 | candidate_03129 | 42.5411% | +2.1486pp | +0.4778pp | -2.0560pp | PASS |
| 5 | candidate_09713 | 42.5354% | +2.1429pp | +0.2647pp | -2.4124pp | PASS |
| 6 | candidate_07092 | 42.5334% | +2.1409pp | +0.5119pp | -1.9112pp | PASS |
| 7 | candidate_05631 | 42.5247% | +2.1322pp | +0.4480pp | -1.9483pp | PASS |
| 8 | candidate_04307 | 42.5068% | +2.1143pp | +0.4028pp | -2.2467pp | PASS |
| 9 | candidate_03857 | 42.4981% | +2.1056pp | +0.4109pp | -2.0171pp | PASS |
| 10 | candidate_10091 | 42.4981% | +2.1056pp | +0.3690pp | -2.3306pp | PASS |
| 11 | candidate_05669 | 42.4971% | +2.1046pp | +0.3506pp | -2.0206pp | PASS |
| 12 | candidate_00754 | 42.4935% | +2.1010pp | +0.3610pp | -1.7927pp | PASS |
| 13 | candidate_01475 | 42.4935% | +2.1010pp | +0.3112pp | -2.3412pp | PASS |
| 14 | candidate_07381 | 42.4879% | +2.0954pp | +0.4077pp | -1.8952pp | PASS |
| 15 | candidate_03777 | 42.4869% | +2.0944pp | +0.3488pp | -2.0425pp | PASS |
| 16 | candidate_04015 | 42.4858% | +2.0933pp | +0.4850pp | -2.3648pp | PASS |
| 17 | candidate_04706 | 42.4843% | +2.0918pp | +0.3133pp | -2.2819pp | PASS |
| 18 | candidate_07251 | 42.4833% | +2.0908pp | +0.3422pp | -2.4576pp | PASS |
| 19 | candidate_07182 | 42.4828% | +2.0903pp | +0.3735pp | -2.4000pp | PASS |
| 20 | candidate_03545 | 42.4817% | +2.0892pp | +0.4747pp | -1.6524pp | PASS |
| 21 | candidate_06132 | 42.4807% | +2.0882pp | +0.4764pp | -1.8920pp | PASS |
| 22 | candidate_06716 | 42.4807% | +2.0882pp | +0.2866pp | -2.4306pp | PASS |
| 23 | candidate_08725 | 42.4797% | +2.0872pp | +0.2435pp | -2.4109pp | PASS |
| 24 | candidate_10138 | 42.4776% | +2.0851pp | +0.4499pp | -1.8156pp | PASS |
| 25 | candidate_00718 | 42.4766% | +2.0841pp | +0.2011pp | -2.4093pp | PASS |
| 26 | candidate_02787 | 42.4756% | +2.0831pp | +0.3625pp | -2.3913pp | PASS |
| 27 | candidate_08411 | 42.4705% | +2.0780pp | +0.2858pp | -1.7553pp | PASS |
| 28 | candidate_02834 | 42.4684% | +2.0759pp | +0.3887pp | -2.4130pp | PASS |
| 29 | candidate_08757 | 42.4684% | +2.0759pp | +0.2337pp | -2.3328pp | PASS |
| 30 | candidate_08564 | 42.4679% | +2.0754pp | +0.4099pp | -1.9100pp | PASS |