three neural networks across three different timeframes
Info
The three neural networks across three different timeframes is a Expert Advisor for MetaTrader 4 that description:is it possible to profit on new data using simple neural networks. as a result of various experiments, the most resilient on new data is the variant where parameters are selected from the optimized set when profitability is maximized.
Usage
This tool is typically used for automated trading on major forex pairs and gold.
Platform
This Expert Advisor works exclusively on MetaTrader 4 (both build 600+ and newer versions).
Setup
Place the downloaded file in MQL4/Experts folder via File ? Open Data Folder in MetaTrader 4.
How to Install and Use three neural networks across three different timeframes
1. Installation: Open the "File" menu, select "Open Data Folder," navigate to MQL/Experts, paste your file, and restart the terminal.
2. Activation: Drag the EA from the Navigator onto a chart, ensure "Allow live trading" is checked in the Common tab, and verify the AutoTrading button is green.
3. Optimization: Right-click your chart, choose "Expert List," click "Properties" to adjust inputs, and save your preferred setup as a set file for future use.
4. Maintenance: Regularly check the "Experts" tab in the terminal window to monitor trade logs and potential execution errors.
Frequently Asked Questions
Q: Why is my EA not opening trades? A: Check the "AutoTrading" button, ensure "Allow live trading" is enabled, and verify your broker allows automated trading on your account type.
Q: Can I run multiple EAs on one chart? A: No, each chart can only host one active EA; however, you can open multiple charts for different currency pairs to run several EAs.
Q: What does the "smiley face" icon mean? A: A smiley face in the top-right corner of the chart indicates the EA is successfully running; a frowny face means it is disabled.
What this tool does
description:is it possible to profit on new data using simple neural networks.
Typical Use Case
This Expert Advisor excels in automated trading and technical analysis on MetaTrader 4.
Compatible Platform & Setup
This Expert Advisor works on MetaTrader 4. Place the file in the MQL4/Experts folder and restart the terminal.
Description & Settings
Related: three moving average ea (x3ma ea) - another powerful expert for MetaTrader 4 traders.
description:is it possible to profit on new data using simple neural networks?
Also recommended: three breaky - similar expert with strong performance on MetaTrader 4.
as a result of various experiments, the most resilient on new data is the variant where parameters are selected from the optimized set when profitability is maximized.
the result was improved by combining the final signals from networks operating on different timeframes.
the expert advisor runs on hourly bars.
additional signals are taken from the 4-hour and daily timeframes.
note: the neural networks themselves are designed to be as simple as possible. fragments of code from this site were used in the expert advisor's code. credit to the authors.
You may also like: elliott 1 - excellent alternative for expert users on MetaTrader 4.
Source Code
#property copyright "robotfx"
#property link "https://robotfx.org"
extern double p1 = 0.1 ;
extern double p2 = 0.1 ;
extern double p3 = 0.1 ;
extern double q1 = 0.1 ;
extern double q2 = 0.1 ;
extern double q3 = 0.1 ;
extern double k1 = 0.1 ;
extern double k2 = 0.1 ;.......
⚠ Limitations & Risk Warning
- This tool is provided for educational and testing purposes only.
- Past performance does not guarantee future results.
- Trading involves substantial risk of loss. Use on a demo account first.
- Results may vary depending on market conditions, broker, and settings.
- We recommend thorough backtesting and forward testing before using with real funds.