{
  "id": 125,
  "rank": 301,
  "name": "VAMAC_Adaptive",
  "aka": [
    "Volatility-Adjusted Moving Average Cross Expert with online LM parameter tuning (native CNlEq)"
  ],
  "family": "A",
  "subtype": "A10",
  "one_liner": "Adaptive moving average crossover using Levenberg-Marquardt solver to adjust parameters based on volatility.",
  "market_regime": "volatile",
  "timeframes": [
    "M1"
  ],
  "symbols": [
    "_Symbol"
  ],
  "sessions": [
    "any"
  ],
  "indicators": [
    {
      "name": "ATR",
      "params": {
        "period": 14
      },
      "applied_to": "close"
    }
  ],
  "entry_long": [
    "ema1 crosses above ema2"
  ],
  "entry_short": [
    "ema1 crosses below ema2"
  ],
  "exit_rules": [
    "not explicitly stated in the text"
  ],
  "filters": [
    "none"
  ],
  "stop_loss": "based on ATR",
  "take_profit": "based on ATR and risk-reward ratio",
  "position_size": "not explicitly stated in the text",
  "evidence_type": "source_code",
  "completeness": 50.0,
  "signal_warnings": null,
  "claim_warnings": null,
  "opacity_warnings": null,
  "build_warnings": null,
  "canonical": "https://prismaticalgos.com/compendium/algo/125-vamac-adaptive",
  "snapshot": "2026-10-31 15:46 UTC",
  "source_url": "https://www.mql5.com/en/articles/23127",
  "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."
}