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To increase the complexity of a k - nearest neighbors ( kNN ) model, we can lower k , the number of nearest neighbors decrease
To increase the complexity of a nearest neighbors kNN model, we can lower the number of nearest neighbors decrease the size of the training sample increase the size of the training sample increase the number of nearest neighbors 
To increase the complexity of a nearest neighbors kNN model, we can
lower the number of nearest neighbors
decrease the size of the training sample
increase the size of the training sample
increase the number of nearest neighbors
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