{
  "id": 11855,
  "rank": 1274,
  "name": "LSM Exit Decision",
  "aka": [
    "Longstaff-Schwartz Least-Squares Monte Carlo for Continuation-Value Estimation"
  ],
  "family": "I",
  "subtype": "I4",
  "one_liner": "Uses Longstaff-Schwartz LSM to estimate continuation value and decide on optimal trade exit.",
  "market_regime": "any",
  "timeframes": [
    "M5"
  ],
  "symbols": [
    "XAUUSD"
  ],
  "sessions": [],
  "indicators": [],
  "entry_long": [],
  "entry_short": [],
  "exit_rules": [
    "compares continuation value against current payoff to decide on exit"
  ],
  "filters": [],
  "stop_loss": null,
  "take_profit": null,
  "position_size": null,
  "evidence_type": "backtest_shown",
  "completeness": 50.0,
  "signal_warnings": null,
  "claim_warnings": null,
  "opacity_warnings": null,
  "build_warnings": null,
  "canonical": "https://prismaticalgos.com/compendium/algo/11855-lsm-exit-decision",
  "snapshot": "2026-10-31 15:46 UTC",
  "source_url": "https://www.mql5.com/en/articles/24634",
  "limitations": "These are machine-extracted research records, not verified trading systems. Catalog rank measures specification detail and claimed evidence, not profitability. The catalog extraction pipeline did not independently backtest these records. Its separate selected testing ledger does not validate the wider corpus. Rules, labels and parameters can be incomplete or wrong; consult the original source and its reuse terms."
}