The NEURO INVESTOR Expert Advisor is based on the neural network trained using machine learning algorithms in the interval of Forex quotes for 2011 - 2016.
How the EA works
The network analyzes closing prices of 5 currency pairs (EURUSD, GBPUSD, AUDUSD, USDCHF, USDCAD) over the last 25 candlesticks and makes a forecast for opening a deal on EURUSD in one direction or another.
It is recommended to use the Expert Advisor on the H1 timeframe.
Optimal weights for neurons and the structure of the neural network have been found in the process of machine learning. As a result of such training, the network showed a double deposit growth during testing using data 01/01/2017 to 30/04/2018.
Despite the fact that the network did not see data from 2001 to 2010, it still showed a 400% increase in deposit during tests for this period.
The graph shows growth in network performance starting with data which the network did not know (2001 to 2010), continuing with training data (2011 to 2016), and unknown data (2017 to 2018).
- Testing graph for a period of 2001 to 2018
- Testing graph for a period of 2017 to 2018 (after training)
- Testing report for a period from 2017 to 2018 (after training)
The EA has the following input parameters
- StopLoss - stop loss value in points. The recommended value is 200 points for 4-digit quotes, or 2000 points for 5-digit ones;
- TakeProfit - take profit value in points. The recommended value is 200 points for 4-digit quotes, or 2000 points for 5-digit ones;
- Lots - fixed lot size. If set to 0, the following parameter is used;
- Percents - deal size as percentage of free margin. The recommended value is from 0.5% to 1.24%
1. added the ability to trade with other expert advisors on the same account. To do this, the "Magic" parameter is added in the EA settings, which sets the magic number for orders.
2. added the "WaitSLTP" parameter - in the "true" position, the EA waits for StopLoss or TakeProfit operation, regardless of the incoming signals of the neural network. In the "false" position, the EA changes the direction of the trade immediately after the signal is received.
3. added "Reverse BUY and SELL" parameter - mirror trading is enabled in "true" position. Instead of a BUY trade, it opens SELL, instead of SELL - BUY.
4. Added the "Money Management" parameter-money management is enabled in the "true" position. In the "false" used fixed lot of "Lots".