{
  "id": 1623,
  "rank": 2191,
  "name": "Machine Learning Smart Money Concepts",
  "aka": [
    "ML SMC",
    "Machine Learning Smart Money Concepts | GainzAlgo"
  ],
  "family": "E",
  "subtype": "E1",
  "one_liner": "Detects Change of Character (CHoCH) events, scores them based on historical outcomes, and projects potential targets.",
  "market_regime": "any",
  "timeframes": [
    "any"
  ],
  "symbols": [
    "any"
  ],
  "sessions": [
    "any"
  ],
  "indicators": [],
  "entry_long": [],
  "entry_short": [],
  "exit_rules": [],
  "filters": [
    "news filter",
    "max spread 2.0 pips"
  ],
  "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/1623-machine-learning-smart-money-concepts",
  "snapshot": "2026-10-31 15:46 UTC",
  "source_url": "https://www.prorealcode.com/prorealtime-indicators/machine-learning-smart-money-concepts/",
  "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."
}