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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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Cross-validation of multiple subjects with multiple instances

To answer this question, you should ask what you want your classifier to be able to do. If I understand correctly, when you train your classifier on the 'measurement level' you would 'teach' the clas …
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