BACKTEST SUMMARY
========================================
sharpe: -0.18318054011826762
max_drawdown: 31.155770933507835
max_drawdown_len: 403
total_return: -0.01938978410684507
avg_return: -4.006153741083692e-05
total_trades: 470
won_trades: 172
lost_trades: 293

SIGNAL IC
========================================
ic_mean: 0.006912277738865651
ic_std: 0.3332983458971776
ir: 0.020739010030965125
rank_ic_mean: 0.006980297831283274
rank_ic_std: 0.32283972442680237
rank_ir: 0.02162155801513181
hit_rate: 0.5188284518828452
n_periods: 478