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some question on KNN #18

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loovi7 opened this issue Mar 7, 2021 · 2 comments
Closed

some question on KNN #18

loovi7 opened this issue Mar 7, 2021 · 2 comments

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@loovi7
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loovi7 commented Mar 7, 2021

As is said in the work, it is unsupervised.but the labels of train data are used when KNN evaluation.So it's OK to do like this?

@sukun1045
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The word 'unsupervised' refers to the method of training neural network models and learning useful representations. While the KNN evaluation requires training data, it is quite simple without even adding extra weights like what people usually do with linear evaluation (i.e., fix the network and add one linear layer for classification).

@loovi7
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loovi7 commented Mar 9, 2021

The word 'unsupervised' refers to the method of training neural network models and learning useful representations. While the KNN evaluation requires training data, it is quite simple without even adding extra weights like what people usually do with linear evaluation (i.e., fix the network and add one linear layer for classification).

i get it.thx!

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