Financial data resampling for machine learning based trading application to cryptocurrency markets

£34.95
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Financial data resampling for machine learning based trading application to cryptocurrency markets

Financial data resampling for machine learning based trading application to cryptocurrency markets

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Financial data resampling for machine learning based trading application to cryptocurrency markets

  • Brand: Unbranded

£34.95

In stock
FREE Shipping

14-Day Returns Policy

Sold by:

£34.95

In stock
FREE Shipping

14-Day Returns Policy

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Description

Financial data resampling for machine learning based trading application to cryptocurrency markets

this book presents a system that combines the expertise of four algorithms, namely gradient tree boosting, logistic regression, random forest and support vector classifier to trade with several cryptocurrencies. a new method for resampling financial data is presented as alternative to the classical time sampled data commonly used in financial market trading. the new resampling method uses a closing value threshold to resample the data creating a signal better suited for financial trading, thus achieving higher returns without increased risk. the performance of the algorithm with the new resampling method and the classical time sampled data are compared and the advantages of using the system developed in this work are highlighted.
  • Fruugo ID: 499377837-1025829423
  • ISBN: 9783030683788

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  • EXPRESS: FREE - Delivery between Wed 22 July 2026–Fri 24 July 2026 - FREE

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