What is the best Machine Learning Algorithm

There is no silver bullet machine learning algorithm one for all solutions. There are algorithms that are hyped by media and community such as extreme gradient boosted decision trees (xgBoost), Neural Networks, Deep Learning algorithms like Convolutional Neural Networks (CNN), Recurrent Neural Network (RNN). In most of the cases it depends on the type of the business goal and available data set what algorithm works the best for a given problem. Here you can find a good summary cheat sheet for different machine learning algorithms on AzureML. At Holistic we prefer to test several algorithms and select the champion to score or select set of algorithms and ensemble scores in a final model.

 

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