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

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:
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
+7 -4
View File
@@ -92,10 +92,12 @@ def enhanced_trading_check_wrapper(symbol="XAUUSD", debug=False):
current_price=signal_info['trend_info']['M5']['price']
)
# Verwende enhanced score statt base confidence
final_confidence = enhanced.total_score
# HYBRID APPROACH: 60% Base Confidence + 40% Enhanced Score
# Das bewährte Trend-System behält Hauptgewicht
enhanced_score = enhanced.total_score
final_confidence = (base_confidence * 0.6) + (enhanced_score * 0.4)
print(f"\\n✅ Enhanced Signal Scoring:")
print(f"\\n✅ Enhanced Signal Scoring (HYBRID 60/40):")
print(f" Trend Score: {enhanced.trend_score:.1f}/100")
print(f" Volume Score: {enhanced.volume_score:.1f}/100")
print(f" Momentum Score: {enhanced.momentum_score:.1f}/100")
@@ -103,7 +105,8 @@ def enhanced_trading_check_wrapper(symbol="XAUUSD", debug=False):
print(f" Fibonacci Score: {enhanced.fibonacci_score:.1f}/100")
print(f" ─────────────────────────────────────")
print(f" 📊 Base Confidence: {base_confidence:.1f}%")
print(f" 🎯 Enhanced Score: {final_confidence:.1f}%")
print(f" 📈 Enhanced Score: {enhanced_score:.1f}%")
print(f" 🔀 HYBRID (60/40): {final_confidence:.1f}%")
print(f" 📈 Signal Quality: {enhanced.signal_quality}")
# Show reasoning