Extracted algorithm research record
SAMU AI
Combines neural network, evolutionary ensemble, and local rule engine for trading decisions.
Source & extraction context
Evidence label: source_code (source claim, not independent verification). Recorded completeness: 50.0/100. Neither is a performance result.
Names identify source records. Inclusion is not an endorsement or a claim of authorship, ownership or reuse permission. Check the source license before reusing any implementation.
Extraction warnings
Opacity warnings
- UNDEFINED ENTRY TERM: the entry conditions are prose naming a concept with no numeric definition, so two readers would implement them differently. Advisory only -- this does not affect the score.
Build warnings
- MT4_ONLY: the captured source is MQL4 / written for MetaTrader 4. It needs porting (order functions, indicator handles) before it runs on MT5.
Recorded market & execution profile
Recorded indicators & parameters
| Indicator | Parameters | Applied to |
|---|---|---|
| RSI | {"period": null} | close |
| MACD | {"fast_period": null, "signal_period": null, "slow_period": null} | close |
| EMA | {"period": 20} | close |
| EMA | {"period": 50} | close |
| Bollinger Bands | {"period": null} | close |
| ATR | {"period": 14} | close |
| Stochastic | {"period": null} | close |
| CCI | {"period": null} | close |
| Hourly Cycle | Not specified | time |
| Weekly Cycle | Not specified | time |
Extracted strategy rules
Recorded long-entry rules
- weight_neural * vote_neural + weight_ensemble * vote_ensemble + SAML_adjustment > threshold
Recorded short-entry rules
- weight_neural * vote_neural + weight_ensemble * vote_ensemble + SAML_adjustment < -threshold
Recorded exit rules
- stop_loss = ATR * 1.5
- take_profit = ATR * 2.7
- trailing_stop = ATR * 1.5
Recorded filters
- regime filter
- trend filter
- spread filter
- time filter
- Stop loss
- ATR * 1.5
- Take profit
- ATR * 2.7
- Position sizing
- Kelly fraction * 0.25
Questions about this record
What entry rules are recorded for SAMU AI?
Long: weight_neural * vote_neural + weight_ensemble * vote_ensemble + SAML_adjustment > threshold Short: weight_neural * vote_neural + weight_ensemble * vote_ensemble + SAML_adjustment < -threshold These are unverified extracted rules.
Which markets and timeframes are recorded?
Markets: EURUSD, GBPUSD, USDJPY, AUDUSD, USDCAD, NZDUSD, USDCHF, EURJPY, GBPJPY, EURGBP, AUDJPY, CHFJPY. Timeframes: any. These are source-recorded labels, not verified execution behavior.