Market Shark Xgb Boost EurUsd

This expert advisor encapsulates the many years of experience of a trader who has been working in the financial markets for over 8 years. The robot utilizes advanced machine learning algorithms, particularly the XGBoost model, described in the article: https://www.mql5.com/ru/articles/14910.

The advisor builds a multidimensional feature map for price movement prediction, applying the principle of achieving feature stationarity through the detrending procedure. This allows for more accurate identification of patterns in market data.

The robot does not use risky strategies, such as martingale or order grid. It operates with a fixed lot size, and only one trade is open at any given time. Trades are closed either at a predetermined take-profit level, stop-loss, or upon a reverse signal from the neural network model.

The advisor is trained on historical data for the EUR/USD currency pair on hourly charts from the RoboForex broker. Upon request, it is possible to train a similar model on any other currency pair, timeframe, or acquire a ready-made portfolio of robots that successfully trade on a live account with a prop company with a capital of $60,000.