BACKTEST SUMMARY ======================================== sharpe: 0.12450603119200966 max_drawdown: 18.40327026827532 max_drawdown_len: 251 total_return: 0.04945463098329521 avg_return: 0.00010217898963490745 total_trades: 695 won_trades: 357 lost_trades: 333 SIGNAL IC ======================================== ic_mean: 0.03559005065789478 ic_std: 0.2671528697174321 ir: 0.13321979545096566 rank_ic_mean: 0.022676047691591646 rank_ic_std: 0.24733432522614088 rank_ir: 0.09168176584814361 hit_rate: 0.5315904139433552 n_periods: 459