In option 2, in which more than one model will be created, the features are analysed from the perspective of each particular model; that is, we are supposing that a feature may be significant for recognising the output of a classifier but irrelevant to others.
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Wearables and Machine Learning for Improving Runners' Motivation from an Affective Perspective.
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