# SR_Mapping_NN

XGBoost classifier for filtering entry signals in XAUUSD on MetaTrader 5.

Canonical: https://prismaticalgos.com/compendium/algo/11225-sr-mapping-nn
Record ID: 11225
Catalog rank: 2349 (reading order, not performance)
Snapshot: 2026-10-31 15:46 UTC
Family: Mean Reversion & Counter-Trend (B)
Source: https://github.com/Mrizalfahlepi/SR_Mapping_NN
Evidence label (unverified): backtest_shown

## Scope and 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.

No endorsement, ownership claim or source-code reuse permission is implied.

## Extraction warnings

Claim warnings: HIGH WIN RATE: claimed 91.1%. Attainable, but nearly always by banking many small wins against rare large losses - check the payoff ratio and the worst single trade before trusting it.

## Recorded profile

- symbols: XAUUSD
- timeframes: M1/M30/D1
- sessions: 02:00-18:00 broker time
- market_regime: any

## Indicators

- RSI: {"period": 14}; applied to: close
- ATR: {"period": 14}; applied to: close

## Recorded long-entry rules

- Daily Direction = +1 (bullish)
- Price near Support (±50 points)
- RSI <= 40

## Recorded short-entry rules

- Daily Direction = -1 (bearish)
- Price near Resistance (±50 points)
- RSI >= 70

## Recorded exit rules

- smart trailing active

## Recorded filters

- spread <= 400 points
- min 5 hours since last trade

## Risk controls

- Stop loss: ATR x 1.6
- Take profit: ATR x 2.0
- Position sizing: max 1 position