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  • Publisher: GitHub

    SVMs are better than KNNs for retrieval

    SVM considers the entire cloud of data as it optimizes for the hyperplane that "pulls apart" your positives from negatives. In comparison, the KNN approach doesn't consider the global manifold structure of your entire dataset and "values" every dimen...
    SVM considers the entire cloud of data as it optimizes for the hyperplane that "pulls apart" your positives from negatives. In comparison, the KNN approach doesn't consider the global manifold structure of your entire dataset and "values" every dimen...

    Tags: svm, knn

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