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Sharing proprietary algo trading strategy
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Sharing proprietary algo trading strategy

  #11 (permalink)
Trading Apprentice
Groningen Netherlands
 
Trading Experience: Intermediate
Platform: NinjaTrader, Metatrader
Favorite Futures: forex, crude CL, Currency futures
 
Posts: 11 since Jun 2017
Thanks: 18 given, 5 received

Using Machine learning learning to trade crude oil

I have for the last 5 months been extensively looking for quantitative trading strategies particularly using machine learning. I thought it would be a good exercise for me, since i was also looking to get a job as a data scientist.

I have used Random Forest, Support vector machines and naive bayes algorithm to try in the 1st instance to predict the daily direction of crude oil. In order words whether the candle will be bull or bear. Then i would calculate the PNL as if i had traded the direction on a daily basis.

i have seen really good results, which i will be posting soon.

Cheers

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