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k-fold-cross-validation

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PetePrattis / Recommendation-System-for-Android-Java-App-that-finds-an-ideal-destination-with-the-kNN-Algorithm

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This project is an Android mobile application, written in Java programming language and implements a Recommender System using the k-Nearest Neighbors Algorithm. In this way the algorithm predicts the possible ratings of the users according to scores that have already been submitted to the system.

android java machine-learning firebase algorithms metrics android-application collaborative-filtering recommendation-system recommender-system android-app firebase-realtime-database k-nearest-neighbors k-fold-cross-validation
  • Updated Oct 19, 2020
  • Java

PetePrattis / 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

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