All Blogs
overfitting
- 103 Trading Systems What we tested and rejected (Opening Bell Algo
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95
Trading Strategies
Profit Factor by Weekday in 8 EA Backtests: Monday
Correction (2026-10-26): the figures labelled "equity
18 October 2026 #expert advisor, profit factor
- 95 Trading Strategies Freeze the Costs Too: Why a Forward Test Can Fool You
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113
Trading Systems
How to Validate an FX Expert Advisor: A
View the accompanying illustration: EA validation
7 October 2026 #expert advisor, Algorithmic Trading
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256
Trading Systems
How to Backtest an Expert Advisor Without Overfitting
2 October 2026 #metatrader 5, expert advisor
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281
Trading Strategies
POM Education Series #1: The Illusion of a Perfect EA
8 September 2026 #education, expert advisor
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120
Trading Strategies
In-Sample Results Are Not Evidence: What We
A model that has seen the data it is being scored on
8 September 2026 #machine learning, overfitting
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198
Trading Strategies
We Trained a Neural Network for Gold, Then Deleted
Version 2 of our XAUUSD system shipped with an ONNX
22 August 2026 #xauusd, machine learning
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644
Analytics & Forecasts
Overfitting in Expert Advisors: Why a Perfect Backtest
12 August 2026 #expert advisor, Algorithmic Trading
- 193 My Trading I logged 485 trades of my own gold robot. 39% of them
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316
Trading Systems
Why Most Trading Bots Fail in Live Markets
2 August 2026 #Algorithmic Trading, automated trading
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316
Trading Systems
Five ways a backtest flatters an Expert Advisor, and
25 July 2026 #breakout, expert advisor
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482
Analytics & Forecasts
5 Reasons AI-Powered EAs Outperform Traditional
21 March 2026 #xauusd, machine learning
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3 249
Other
Dynamic Pips EA: In-Depth Guide to Input
By the end of this article, you’ll have a complete
27 June 2025 #anti-overfitting, Dynamic Pips EA
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3 421
Other
Dynamic Pips EA: Installation File
This article provides the latest settings files
27 June 2025 #anti-overfitting, Dynamic Pips EA