You can deploy this model and start earning money today!

addyAIMLprojects/
xauusd-v05h-buy

Name: xauusd-v05h-buy
Availability: InStock

Views

No views yet

XAUUSD V05H BUY

Experimental machine-learning BUY model for XAUUSD / Gold.

Model information

Model ID: V05H_WF2025_RF_BUY
Strategy ID: V05H_BUY
Instrument: XAUUSD
Direction: BUY
Timeframe: M5
Model family: Random Forest
Inference format: ONNX
Required features: 830

Decision rule

Current BUY probability rule:

prob_buy >= 0.9391089677810669

If the probability is below the threshold, the strategy returns HOLD.

Trade contract

Direction: BUY
Timeframe: M5
Stop Loss: 1.5 ATR
Take Profit: 2.0 ATR
Maximum Hold: 6 M5 bars
Magic Number: 7300501

Included files

final_rf_buy_model.onnx
feature_order.json
score_distribution.parquet
policy_config.json
model_registry.json

Feature contract

Inputs must follow exactly the feature order defined in:

feature_order.json

Current live validation requires:

expected features = 830
present features = 830
missing features = 0
null after fill = 0
infinite after fill = 0

before inference.

Runtime flow

MT5 M5/M15/H1/H4 data
    -> multi-timeframe feature engineering
    -> structure / confluence / pattern features
    -> 830-feature vector
    -> V05H ONNX model
    -> BUY probability
    -> probability threshold
    -> BUY signal or HOLD

Timestamp requirement

Live market timestamps must use consistent UTC semantics.

Broker/server time should not simply be labeled as UTC because session and time-dependent features can otherwise shift.

Intended use

This model is designed to operate independently inside the multi-strategy XAUUSD portfolio framework.

For example, an M15 SELL strategy and this M5 BUY strategy may both generate their own independent positions on an MT5 hedging account.

Risk notice

This repository contains experimental trading research software.

Historical, validation, or backtest performance does not guarantee future profitability. Leveraged trading can result in substantial losses.

Use a demo or paper environment first and independently validate model behavior, execution, spread, commission, slippage, and risk controls.

addyAIMLprojects/xauusd-v05h-buy