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All About Trading!
Advanced Random Forest with Technical Indicators in Python
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Advanced Random Forest with Technical Indicators in Python

Using Technical Indicators as Features for an ML Model

Sofien Kaabar, CFA's avatar
Sofien Kaabar, CFA
Apr 09, 2025
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All About Trading!
Advanced Random Forest with Technical Indicators in Python
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Random forest is always a good idea especially when powered by engineered features—like momentum, volatility, and trend indicators—it becomes a more robust model.

In this article, we’ll walk through:

  • Which technical indicators make good inputs.

  • How to engineer features for the model.

  • Building the random forest pipeline.

  • Evaluating performance with classifica…

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