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  1. Data Science and Machine Learning (Part 19): Supercharge Your AI models with AdaBoost

    by , 09-28-2024 at 08:07 AM
    Adaboost, short for adaptive boosting is an ensemble machine learning model that attempts to build a strong classifier out of weak classifiers.
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  2. MQL5 Wizard Techniques you should know (Part 35): Support Vector Regression

    by , 09-26-2024 at 12:32 PM
    Support Vector Regression (SVR) is a form of regression derived from Support Vector Machines. At its core, SVR uses kernel methods to map input data into higher-dimensional spaces, allowing for more complex relationships to be captured, which contrasts with dimensionality reduction. For this article though we are exploring strictly its loss function role when used with a multi-layer perceptron. A related but different form of regression we looked at in an earlier article was Gaussian Process
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  3. Data Science and Machine Learning (Part 18): The battle of Mastering Market Complexity, Truncated SVD Versus NMF

    by , 09-20-2024 at 08:06 AM
    According to Wikipedia, Dimensionality Reduction is the transformation of data from a high-dimensional space into a low dimensional space so that the low-dimensional representation retains some meaningful properties of the original data, ideally close to its intrinsic dimension.
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  4. Neural networks are easy (Part 59): Dichotomy of Control (DoC)

    by , 09-15-2024 at 09:51 AM
    The financial markets industry is a complex and multifaceted environment. Every event and action have their roots in economic fundamental processes. The reason for certain events can be found in the news, geopolitical events, various technical aspects and many other factors. Quite often, we observe such dependencies after they happen. While analyzing the market situation, we observe only a small part of these factors. This in general makes financial markets a rather difficult environment
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  5. Cascade Order Trading Strategy Based on EMA Crossovers for MetaTrader 5

    by , 09-11-2024 at 05:12 PM
    In this article, we are demonstrating the Cascade Order Trading Strategy of Forex Trading Expert Advisor (EA) in MetaQuotes Language 5 (MQL5) for MetaTrader 5. In this article of the MQL5 Expert Advisor using moving average crossovers as the basis for trading strategy, this MQL5 article automates trading choices on the MetaTrader 5 platform. This article incorporates essential features for position initialization, adjustment, and monitoring and makes use of the Trade.mqh library for effective
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