Hierarchy For All Packages

Package Hierarchies:

• com.r4tings.recommender.common,
• com.r4tings.recommender.common.ml,
• com.r4tings.recommender.common.ml.param,
• com.r4tings.recommender.data.normalize,
• com.r4tings.recommender.model.arm,
• com.r4tings.recommender.model.knn,
• com.r4tings.recommender.model.measures.similarity,
• com.r4tings.recommender.model.svd,
• com.r4tings.recommender.model.svd.baseline,
• com.r4tings.recommender.model.svd.mf,
• com.r4tings.recommender.model.tfidf

Class Hierarchy

• java.lang.Object
  • com.r4tings.recommender.common.ml.AbstractRecommender
    • com.r4tings.recommender.model.arm.AssociationRuleMining
    • com.r4tings.recommender.model.svd.BaselineSingleValueDecomposition
    • com.r4tings.recommender.model.knn.KNearestNeighbors
  • com.r4tings.recommender.common.Constants
  • com.r4tings.recommender.common.Constants.COL
  • com.r4tings.recommender.common.Constants.SPARK
  • org.apache.spark.ml.param.JavaParams (implements org.apache.spark.ml.param.Params)
    • com.r4tings.recommender.common.ml.CommonParams<T> (implements com.r4tings.recommender.common.ml.param.OutputCol, com.r4tings.recommender.common.ml.param.RatingCol, com.r4tings.recommender.common.ml.param.Verbose)
      • com.r4tings.recommender.model.svd.mf._REMOVESingleValueDecompositionParams
      • com.r4tings.recommender.model.arm.AssociationRuleMiningParams
      • com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
      • com.r4tings.recommender.model.knn.KNearestNeighborsParams (implements com.r4tings.recommender.common.ml.param.GroupCol)
      • com.r4tings.recommender.model.tfidf.TermFrequencyInverseDocumentFrequencyParams (implements com.r4tings.recommender.common.ml.param.TermCol)
  • org.apache.spark.ml.PipelineStage (implements org.apache.spark.internal.Logging, org.apache.spark.ml.param.Params)
    • org.apache.spark.ml.Estimator<M>
      • com.r4tings.recommender.common.ml.AbstractEstimator (implements com.r4tings.recommender.common.ml.param.OutputCol, com.r4tings.recommender.common.ml.param.RatingCol, com.r4tings.recommender.common.ml.param.Verbose)
        • com.r4tings.recommender.common.ml.CommonEstimator<T>
          • com.r4tings.recommender.model.svd.baseline.GeneralMeanRatingBaseline
          • com.r4tings.recommender.model.svd.baseline.SimpleMeanRatingBaseline
          • com.r4tings.recommender.model.svd.mf.SingleValueDecomposition
    • org.apache.spark.ml.Transformer
      • com.r4tings.recommender.common.ml.AbstractRatingTransformer (implements com.r4tings.recommender.common.ml.param.OutputCol, com.r4tings.recommender.common.ml.param.RatingCol, com.r4tings.recommender.common.ml.param.Verbose)
        • com.r4tings.recommender.data.normalize.RatingNormalizer<T> (implements com.r4tings.recommender.common.ml.param.GroupCol)
          • com.r4tings.recommender.data.normalize.DecimalScalingNormalizer
          • com.r4tings.recommender.data.normalize.MeanCenteringNormalizer
          • com.r4tings.recommender.data.normalize.MinMaxNormalizer
          • com.r4tings.recommender.data.normalize.ThresholdBinarizer
          • com.r4tings.recommender.data.normalize.ZScoreNormalizer
        • com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer<T> (implements com.r4tings.recommender.common.ml.param.GroupCol)
          • com.r4tings.recommender.model.measures.similarity.CosineSimilarityMeasurer
          • com.r4tings.recommender.model.measures.similarity.EuclideanSimilarityMeasurer
          • com.r4tings.recommender.model.measures.similarity.ExtendedJaccardSimilarityMeasurer
          • com.r4tings.recommender.model.measures.similarity.JaccardSimilarityMeasurer
          • com.r4tings.recommender.model.measures.similarity.ManhattanSimilarityMeasurer
          • com.r4tings.recommender.model.measures.similarity.PearsonSimilarityMeasurer
          • com.r4tings.recommender.model.measures.similarity.SimpleMatchingSimilarityMeasurer
      • org.apache.spark.ml.Model<M>
        • com.r4tings.recommender.common.ml.AbstractModel (implements com.r4tings.recommender.common.ml.param.OutputCol, com.r4tings.recommender.common.ml.param.RatingCol, com.r4tings.recommender.common.ml.param.Verbose)
          • com.r4tings.recommender.common.ml.CommonModel<T>
            • com.r4tings.recommender.model.svd.baseline.MeanRatingBaselineModel
            • com.r4tings.recommender.model.svd.mf.SingleValueDecompositionModel
  • com.r4tings.recommender.model.tfidf.TermFrequencyInverseDocumentFrequency
  • com.r4tings.recommender.data.normalize.VectorNormalizer

Interface Hierarchy

• com.r4tings.recommender.common.ml.param.GroupCol
• com.r4tings.recommender.common.ml.param.OutputCol
• com.r4tings.recommender.common.ml.param.RatingCol
• com.r4tings.recommender.common.ml.param.TermCol
• com.r4tings.recommender.common.ml.param.Verbose

Enum Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    • com.r4tings.recommender.common.ml.param.Group
    • com.r4tings.recommender.model.arm.InterestMeasure
    • com.r4tings.recommender.data.normalize.NormalizeMethod
    • com.r4tings.recommender.model.measures.similarity.SimilarityMeasure
    • com.r4tings.recommender.model.knn.WeightedAverage