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p

scalation.analytics

recommender

package recommender

The recommender package contains classes, traits and objects of recommendation systems.

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Type Members

  1. class ItemBasedRecommender extends Recommender

    The ItemBasedRecommender class is used to perform predictions based on Item based Collaborative Filtering techniques (Cosine, Correlation, Adjusted Cosine)

  2. class ModelBasedRecommender extends Recommender

    The ModelBasedRecommender class is used to perform predictions based on Model based Collaborative Filtering techniques (Pure SVD, Regularized SVD)

  3. trait Recommender extends AnyRef

    The Recommender trait serves as a template for recommender algorithms.

  4. class UserBasedRecommender extends Recommender

    The UserBasedRecommender class is used to perform predictions based on User based Collaborative Filtering techniques (Cosine, Correlation, Adjusted Cosine)

Value Members

  1. object ItemBasedRecommender

    The ItemBasedRecommender companion object provides methods for reading input data from files.

  2. object ItemBasedRecommenderTest extends App

    The ItemBasedRecommenderTest object is used to test the ItemBasedRecommender class using the MovieLens dataset.

    The ItemBasedRecommenderTest object is used to test the ItemBasedRecommender class using the MovieLens dataset. Corresponds to Phase 1 of the Experiments in Thesis. > runMain scalation.analytics.recommender.ItemBasedRecommenderTest

  3. object ItemBasedRecommenderTest2 extends App

    The ItemBasedRecommenderTest2 object is used to test the ItemBasedRecommender class using the MovieLens dataset.

    The ItemBasedRecommenderTest2 object is used to test the ItemBasedRecommender class using the MovieLens dataset. Corresponds to Phase 2 of the Experiments in Thesis. > runMain scalation.analytics.recommender.ItemBasedRecommenderTest2

  4. object ItemBasedRecommenderTest3 extends App

    The ItemBasedRecommenderTest3 object is used to test the ItemBasedRecommender class using the MovieLens dataset.

    The ItemBasedRecommenderTest3 object is used to test the ItemBasedRecommender class using the MovieLens dataset. Corresponds to Phase 3 of the experiments i Thesis. > runMain scalation.analytics.recommender.ItemBasedRecommenderTest3

  5. object ModelBasedRecommenderTest extends App

    The ModelBasedRecommenderTest object is used to test the Recommender Trait using the MovieLens dataset.

    The ModelBasedRecommenderTest object is used to test the Recommender Trait using the MovieLens dataset. Corresponds to Phase 1 of the Experiments > run-main scalation.analytics.recommender.ModelBasedRecommenderTest

  6. object ModelBasedRecommenderTest2 extends App

    The ModelBasedRecommenderTest2 object is used to test the Recommender Trait using the MovieLens dataset.

    The ModelBasedRecommenderTest2 object is used to test the Recommender Trait using the MovieLens dataset. Corresponds to Phase 2 of the Experiments > run-main scalation.analytics.recommender.ModelBasedRecommenderTest2

  7. object ModelBasedRecommenderTest3 extends App

    The ModelBasedRecommenderTest2 object is used to test the Recommender Trait using the MovieLens dataset.

    The ModelBasedRecommenderTest2 object is used to test the Recommender Trait using the MovieLens dataset. Corresponds to Phase 3 of the experiments > run-main scalation.analytics.recommender.ItemBasedRecommenderTest3

  8. object RecommenderTest extends App with Recommender

    The RecommenderTest is used to test the Recommender trait.

    The RecommenderTest is used to test the Recommender trait. > runMain scalation.analytics.recommender.RecommenderTest

  9. object UserBasedRecommenderTest extends App

    The UserBasedRecommenderTest object is used to test the Recommender Trait using the MovieLens dataset.

    The UserBasedRecommenderTest object is used to test the Recommender Trait using the MovieLens dataset. Corresponds to Phase 1 of the Experiments > run-main scalation.analytics.recommender.UserBasedRecommenderTest

  10. object UserBasedRecommenderTest2 extends App

    The UserBasedRecommenderTest2 object is used to test the Recommender Trait using the MovieLens dataset.

    The UserBasedRecommenderTest2 object is used to test the Recommender Trait using the MovieLens dataset. Corresponds to Phase 2 of the Experiments > run-main scalation.analytics.recommender.UserBasedRecommenderTest2

  11. object UserBasedRecommenderTest3 extends App

    The UserBasedRecommenderTest3 object is used to test the Recommender Trait using the MovieLens dataset.

    The UserBasedRecommenderTest3 object is used to test the Recommender Trait using the MovieLens dataset. Corresponds to Phase 3 of the experiments > run-main scalation.analytics.recommender.UserBasedRecommenderTest3

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