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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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How do you determine if your past data is representative of the future?
I've been learning machine learning, and I've heard that one of the questions to think about when doing machine learning is whether the past (known) data is representative of the future/generalizes we …