Using Machine Learning to Improve Your Strategy

Machine learning is a powerful tool for not only coming up with new strategies (like we do in TRAIDE where we use machine-learning algorithms to find patterns in the indicators you use to trade) but there are many other techniques in machine learning that can be used to improve your existing strategies. In this article we’ll go over how you can use a Random Forest to adjust your position sizes and a Hidden Markov Model (HMM) to turn on and off your strategy. Assuming you already have your entry signals figured out, let’s explore other ways to increase the upside of our strategy using a trades from a strategy built in TRAIDE (you can download it here to play around with it yourself). If you are looking for a new…


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