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feat: Implement Hybrid 60/40 scoring approach for Enhanced Signal Scoring

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PROBLEM:
- Enhanced Score alone (67.8%) was blocking trades with high Base Confidence (97.5%)
- Low Volume Score (40/100) was dragging down the total
- Good trading setups were being rejected

SOLUTION: Hybrid 60/40 Approach
- Final Score = (Base Confidence × 60%) + (Enhanced Score × 40%)
- The proven trend analysis system keeps primary weight (60%)
- Enhanced scoring still filters bad setups (40%)

EXAMPLE:
- Base Confidence: 97.5%
- Enhanced Score: 67.8%
- OLD: final = 67.8% (blocked at 70% threshold)
- NEW: final = (97.5 × 0.6) + (67.8 × 0.4) = 85.6% (passes!)

BENEFITS:
- Respects the proven base trend system
- Enhanced scoring still adds value
- Fewer false rejections of good trades
- Better balance between filtering and opportunity

Updated files:
- TradingBot_V1.6_Adaptive_Complete_CORRECTED.ipynb (Cells 85, 90)
- activate_enhanced_scoring.py

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
cbazza
2026-01-22 18:37:10 +01:00
co-authored by Claude Opus 4.5
parent 0098600963
commit c4c10f69fb
4 changed files with 232 additions and 33048 deletions
Download Patch File Download Diff File Expand all files Collapse all files
trade_performance_v16_XAUUSD_202601.json
+81
View File
@@ -4507,5 +4507,86 @@
},
"position_control_active": true,
"order_result": "OrderSendResult(retcode=10009, deal=629556692, order=692066470, volume=0.1, price=4816.89, bid=0.0, ask=0.0, comment='Request executed', request_id=1587946472, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4816.86, stoplimit=0.0, sl=4801.415068173482, tp=4854.772329566296, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
},
{
"timestamp": "2026-01-22T01:40:05.656568",
"version": "V1.6_Adaptive_Complete",
"symbol": "XAUUSD",
"entry_signal": 1,
"confidence": 93.65,
"adaptive_threshold": 70,
"signal_quality": "excellent",
"market_regime": "ranging",
"regime_strength": 26.992969317013234,
"risk_adjusted_strength": 143745.33684143785,
"adaptive_interval": 15,
"session": "asian",
"relaxed_features": {
"pullback_entry_disabled": true,
"lower_confidence_threshold": true,
"lower_min_strength": true,
"fixed_tf_alignment": true
},
"adaptive_features": {
"adaptive_rhythm": true,
"session_aware": true,
"volatility_based": true
},
"position_control_active": true,
"order_result": "OrderSendResult(retcode=10009, deal=629952585, order=692708945, volume=0.1, price=4784.78, bid=0.0, ask=0.0, comment='Request executed', request_id=1587946474, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4784.78, stoplimit=0.0, sl=4773.455778645191, tp=4812.320553387024, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
},
{
"timestamp": "2026-01-22T08:35:07.527490",
"version": "V1.6_Adaptive_Complete",
"symbol": "XAUUSD",
"entry_signal": 1,
"confidence": 99.13,
"adaptive_threshold": 70,
"signal_quality": "excellent",
"market_regime": "ranging",
"regime_strength": 33.15924775185171,
"risk_adjusted_strength": 162265.72697387377,
"adaptive_interval": 15,
"session": "asian",
"relaxed_features": {
"pullback_entry_disabled": true,
"lower_confidence_threshold": true,
"lower_min_strength": true,
"fixed_tf_alignment": true
},
"adaptive_features": {
"adaptive_rhythm": true,
"session_aware": true,
"volatility_based": true
},
"position_control_active": true,
"order_result": "OrderSendResult(retcode=10009, deal=630967545, order=694409497, volume=0.1, price=4836.88, bid=0.0, ask=0.0, comment='Request executed', request_id=1587946476, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4836.82, stoplimit=0.0, sl=4830.680417653813, tp=4851.468955865467, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
},
{
"timestamp": "2026-01-22T14:06:38.702900",
"version": "V1.6_Adaptive_Complete",
"symbol": "XAUUSD",
"entry_signal": 1,
"confidence": 97.62,
"adaptive_threshold": 70,
"signal_quality": "excellent",
"market_regime": "ranging",
"regime_strength": 34.94625812138287,
"risk_adjusted_strength": 195775.68283265218,
"adaptive_interval": 5,
"session": "overlap",
"relaxed_features": {
"pullback_entry_disabled": true,
"lower_confidence_threshold": true,
"lower_min_strength": true,
"fixed_tf_alignment": true
},
"adaptive_features": {
"adaptive_rhythm": true,
"session_aware": true,
"volatility_based": true
},
"position_control_active": true,
"order_result": "OrderSendResult(retcode=10009, deal=631796029, order=695596696, volume=0.1, price=4823.55, bid=0.0, ask=0.0, comment='Request executed', request_id=1587946477, retcode_external=0, request=TradeRequest(action=1, magic=234000, order=0, symbol='XAUUSD', volume=0.1, price=4823.62, stoplimit=0.0, sl=4818.361220809183, tp=4836.031947977042, deviation=20, type=0, type_filling=1, type_time=0, expiration=0, comment='TradingBot_V1.6', position=0, position_by=0))"
}
]