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  1. Overcoming The Limitation of Machine Learning (Part 2): Lack of Reproducibility

    by , Today at 06:28 AM
    Consequently, if you compare the EURUSD performance across two brokers-let’s call them Broker A and Broker B, you may find the same pair moving in opposite directions at the same moment. For instance, Broker A might report the EURUSD appreciating by 0.12% in a day, while Broker B records a depreciation of -0.65% for that same day.
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  2. Mini-articles with good indicators - subscribe and download (for free)

    by , 05-22-2025 at 04:07 PM
    Mini-articles with technical and fundamental analysis on the way as forecasts and levels -
    https://www.mql5.com/en/channels/forecast
  3. Mini-articles with good indicators - go to subscribe (for free)

    by , 05-20-2025 at 02:47 AM
    Mini-articles with technical and fundamental analysis on the way as forecasts and levels -
    https://www.mql5.com/en/channels/forecast
  4. From Basic to Intermediate: Arrays and Strings (I)

    by , 05-19-2025 at 04:36 AM
    In the previous article, "From Basic to Intermediate: Operator Precedence", we talked a little about the precautions we should take when using factorization in our codes. It's not uncommon to come across code that appears correct at first glance but ends up producing completely unexpected results in certain situations. This type of issue is often directly related to how the factorizations are implemented. Getting a piece of code to deliver consistent results may seem like a trivial task.
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  5. Trading with the MQL5 Economic Calendar (Part 8): Optimizing News-Driven Backtesting with Smart Event Filtering and Targeted Logs

    by , 05-17-2025 at 04:55 PM
    In this article, we propel the MQL5 Economic Calendar series forward by optimizing our trading system for lightning-fast, visually intuitive backtesting, seamlessly integrating data visualization for both live and offline modes to enhance news-driven strategy development. Building on Part 7’s foundation of resource-based event analysis for Strategy Tester compatibility, we now introduce smart event filtering and targeted logging to streamline performance, ensuring we can efficiently visualize
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