vault backup: 2026-05-24 20:21:50
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#machine_learning
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#machine_learning #rs/class/csb320
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Classification models are meant to categorize instances into new classes based on data and training. They can be supervised (using labeled data) and unsupervised (using unlabeled data). They can also either predict classes directly or the probabilities of belonging to certain classes.
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#machine_learning
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#machine_learning #rs/class/csb320
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There are many ways to evaluate the performance of models. This is necessary to ensure that they are performing at an acceptable level and to help to tune them with different hyperparameters, preprocessing, data, and other pipeline changes.
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