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Machine learning algorithms build a model of the training data. The term "machine learning" is vaguely defined; it includes what is also called statistical learning, reinforcement learning, unsupervised learning, etc. ALWAYS ADD A MORE SPECIFIC TAG.

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CART Decision Tree Learning when some variables are ranges of continuous values

Could anyone kindly give some practical advice on how to deal with predictors of a range of values? For instance, I want to predict $Y$ based on features $X_{i}, \ i=1,2,...,N$. Some $X_{i}$s are of …