Random forests

Are you wondering what surrogate splits are in the context of machine learning models? Or maybe you want to learn more about why surrogate splits are used in machine learning models? Well then you are in the right place! In this article, we tell you everything you need to know to understand what surrogate splits …

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Are you wondering which hyperparameters you should tune when training a random forest model? Or maybe you are more interested in learning what values you should try for each of these parameters? Well either way, you are in the right place! In this article, we tell you everything you need to know about tuning hyperparameters …

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Are you wondering when to use random forests as opposed to other machine learning models? Well then you are in the right place! In this article we tell you everything you need to know in order to understand when to use random forests. We start out with a discussion of the main advantages and disadvantages …

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