04 AI internals

Inside the trader

registered model_ids · hgb_v1

Current holdings (champion)

TickerWeight
AMD10.0%
COST10.0%
CSCO10.0%
GE10.0%
LLY10.0%
MCD10.0%
PEP10.0%
PM10.0%
TXN10.0%
UNH10.0%

Permutation importance (latest train)

  • vol_60 0.0857
  • vol_20 0.0727
  • rsi_14 0.0486
  • macd_sig 0.0434
  • ret_5d 0.0382
  • ret_20d 0.0344
  • vol_z 0.0312
  • ret_1d 0.0220
  • abn_ret 0.0135

Retrain log (last 60 days)

DateTrain endTrain secondsFamily
2026-05-112026-05-017.91sklearn_hgb
2026-05-122026-05-042.16sklearn_hgb
2026-05-132026-05-054.62sklearn_hgb
2026-05-142026-05-065.74sklearn_hgb
2026-05-152026-05-073.23sklearn_hgb
2026-05-182026-05-084.39sklearn_hgb
2026-05-192026-05-116.32sklearn_hgb