November 2018
Intermediate to advanced
300 pages
7h 42m
English
Content preview from Machine Learning in Java - Second Edition
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Lazy learning
In the streaming context, k-nearest neighbor (KNN) is the most convenient batch method. A sliding window is used to determine the KNN for a new instance that is not yet classified. It normally uses the 1,000 most recent instances for the sliding window. As the sliding window slides, it handles the concept drift, too.
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