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XauBot/backtests/38_model_comparison_results/comparison_report.txt
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MODEL COMPARISON REPORT
==========================================================================================
V1 (Live): models/xgboost_model.pkl
Features: 37
Trades: 107
Win Rate: 43.9%
Net P&L: $19.37
Profit Factor: 1.04
Sharpe: 0.25
V2 (ML V2): backtests/36_ml_v2_results/model_d.pkl
Features: 76
Trades: 107
Win Rate: 65.4%
Net P&L: $408.59
Profit Factor: 2.58
Sharpe: 5.97
IMPROVEMENTS (V2 vs V1):
Win Rate: +21.5%
Net P&L: $+389.22
Profit Factor: +1.54
Sharpe: +5.72