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euclidean-distance

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pprattis / k-fold-cross-validation-and-Root-Mean-Square-error

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A Java console application that implemetns k-fold-cross-validation system to check the accuracy of predicted ratings compared to the actual ratings and RMSE to calculate the ideal k for our dataset.

java computer-science student recommender-system cosine-similarity console-application heuristics knn program similarity-score k-nearest-neighbours rmse hamming-distance euclidean-distance k-fold-cross-validation root-mean-square-error
  • Updated Dec 22, 2019
  • Java

pprattis / k-nearest-neighbors-for-similarity-by-binary-data

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A Java console application that implements the factionality of the knn algorithm to find the similarity between a new user's location preferences and the locations. The binary data (0,1) are the location characteristics.

java computer-science similarity student cosine-similarity console-application knn program similarity-score k-nearest-neighbours manhattan-distance hamming-distance euclidean-distance binary-dataset
  • Updated Dec 17, 2019
  • Java

pprattis / k-nearest-neighbors-algorithm-and-rating-prediction

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A Java console application that implements the factionality of the knn algorithm to find the similarity between a new user with only a few non zero ratings of some locations, find the k nearest neighbors through similarity score and then predict the ratings of the new user for the non rated locations.

java computer-science similarity student recommendation-system recommender-system cosine-similarity console-application knn program k-nearest-neighbours manhattan-distance euclidean-distance
  • Updated Dec 18, 2019
  • Java

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