A B C D E F G H I J K L M N O P R S T U V W Z _
All Classes All Packages
All Classes All Packages
All Classes All Packages
A
- AbstractEstimator - Class in com.r4tings.recommender.common.ml
- AbstractEstimator(String) - Constructor for class com.r4tings.recommender.common.ml.AbstractEstimator
- AbstractModel - Class in com.r4tings.recommender.common.ml
- AbstractModel(String) - Constructor for class com.r4tings.recommender.common.ml.AbstractModel
- AbstractRatingTransformer - Class in com.r4tings.recommender.common.ml
- AbstractRatingTransformer(String) - Constructor for class com.r4tings.recommender.common.ml.AbstractRatingTransformer
- AbstractRecommender - Class in com.r4tings.recommender.common.ml
- AbstractRecommender(CommonParams<? extends CommonParams>) - Constructor for class com.r4tings.recommender.common.ml.AbstractRecommender
- AssociationRuleMining - Class in com.r4tings.recommender.model.arm
- AssociationRuleMining(AssociationRuleMiningParams) - Constructor for class com.r4tings.recommender.model.arm.AssociationRuleMining
- AssociationRuleMiningParams - Class in com.r4tings.recommender.model.arm
- AssociationRuleMiningParams() - Constructor for class com.r4tings.recommender.model.arm.AssociationRuleMiningParams
B
- baselineModel() - Method in class com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
- baselinePredictor() - Method in class com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
- BaselineSingleValueDecomposition - Class in com.r4tings.recommender.model.svd
- BaselineSingleValueDecomposition(BaselineSingleValueDecompositionParams) - Constructor for class com.r4tings.recommender.model.svd.BaselineSingleValueDecomposition
- BaselineSingleValueDecompositionParams - Class in com.r4tings.recommender.model.svd
- BaselineSingleValueDecompositionParams() - Constructor for class com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
- BIAS - Static variable in class com.r4tings.recommender.common.Constants.COL
- BINARY_EXTENDED_JACCARD - com.r4tings.recommender.model.measures.similarity.SimilarityMeasure
- BINARY_JACCARD - com.r4tings.recommender.model.measures.similarity.SimilarityMeasure
- BINARY_SMC - com.r4tings.recommender.model.measures.similarity.SimilarityMeasure
- BINARY_THRESHOLDING - com.r4tings.recommender.data.normalize.NormalizeMethod
C
- com.r4tings.recommender.common - package com.r4tings.recommender.common
- com.r4tings.recommender.common.ml - package com.r4tings.recommender.common.ml
- com.r4tings.recommender.common.ml.param - package com.r4tings.recommender.common.ml.param
- com.r4tings.recommender.data.normalize - package com.r4tings.recommender.data.normalize
- com.r4tings.recommender.model.arm - package com.r4tings.recommender.model.arm
- com.r4tings.recommender.model.knn - package com.r4tings.recommender.model.knn
- com.r4tings.recommender.model.measures.similarity - package com.r4tings.recommender.model.measures.similarity
- com.r4tings.recommender.model.svd - package com.r4tings.recommender.model.svd
- com.r4tings.recommender.model.svd.baseline - package com.r4tings.recommender.model.svd.baseline
- com.r4tings.recommender.model.svd.mf - package com.r4tings.recommender.model.svd.mf
- com.r4tings.recommender.model.tfidf - package com.r4tings.recommender.model.tfidf
- CommonEstimator<T extends CommonEstimator<T>> - Class in com.r4tings.recommender.common.ml
- CommonEstimator(String) - Constructor for class com.r4tings.recommender.common.ml.CommonEstimator
- CommonModel<T extends CommonModel<T>> - Class in com.r4tings.recommender.common.ml
- CommonModel(String) - Constructor for class com.r4tings.recommender.common.ml.CommonModel
- CommonParams<T extends CommonParams<T>> - Class in com.r4tings.recommender.common.ml
- CommonParams(String) - Constructor for class com.r4tings.recommender.common.ml.CommonParams
- compute(Dataset<Row>) - Method in class com.r4tings.recommender.data.normalize.DecimalScalingNormalizer
- compute(Dataset<Row>) - Method in class com.r4tings.recommender.data.normalize.MeanCenteringNormalizer
- compute(Dataset<Row>) - Method in class com.r4tings.recommender.data.normalize.MinMaxNormalizer
- compute(Dataset<Row>) - Method in class com.r4tings.recommender.data.normalize.RatingNormalizer
- compute(Dataset<Row>) - Method in class com.r4tings.recommender.data.normalize.ThresholdBinarizer
- compute(Dataset<Row>) - Method in class com.r4tings.recommender.data.normalize.ZScoreNormalizer
- compute(Dataset<Row>, String) - Method in class com.r4tings.recommender.data.normalize.DecimalScalingNormalizer
- compute(Dataset<Row>, String) - Method in class com.r4tings.recommender.data.normalize.MeanCenteringNormalizer
- compute(Dataset<Row>, String) - Method in class com.r4tings.recommender.data.normalize.MinMaxNormalizer
- compute(Dataset<Row>, String) - Method in class com.r4tings.recommender.data.normalize.RatingNormalizer
- compute(Dataset<Row>, String) - Method in class com.r4tings.recommender.data.normalize.ThresholdBinarizer
- compute(Dataset<Row>, String) - Method in class com.r4tings.recommender.data.normalize.ZScoreNormalizer
- compute(Dataset<Row>, Column) - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- CONFIDENCE - com.r4tings.recommender.model.arm.InterestMeasure
- CONFIDENCE - Static variable in class com.r4tings.recommender.common.Constants.COL
- Constants - Class in com.r4tings.recommender.common
- Constants.COL - Class in com.r4tings.recommender.common
- Constants.SPARK - Class in com.r4tings.recommender.common
- CONVICTION - com.r4tings.recommender.model.arm.InterestMeasure
- CONVICTION - Static variable in class com.r4tings.recommender.common.Constants.COL
- copy(ParamMap) - Method in class com.r4tings.recommender.common.ml.AbstractEstimator
- copy(ParamMap) - Method in class com.r4tings.recommender.common.ml.AbstractModel
- copy(ParamMap) - Method in class com.r4tings.recommender.common.ml.AbstractRatingTransformer
- copy(ParamMap) - Method in class com.r4tings.recommender.common.ml.CommonParams
- COSINE - com.r4tings.recommender.model.measures.similarity.SimilarityMeasure
- CosineSimilarityMeasurer - Class in com.r4tings.recommender.model.measures.similarity
- CosineSimilarityMeasurer() - Constructor for class com.r4tings.recommender.model.measures.similarity.CosineSimilarityMeasurer
D
- DECIMAL_SCALING - com.r4tings.recommender.data.normalize.NormalizeMethod
- DECIMAL_SCALING_INVERSE - com.r4tings.recommender.data.normalize.NormalizeMethod
- DecimalScalingNormalizer - Class in com.r4tings.recommender.data.normalize
- DecimalScalingNormalizer() - Constructor for class com.r4tings.recommender.data.normalize.DecimalScalingNormalizer
- DEFAULT_NUM_ROWS - Static variable in class com.r4tings.recommender.common.Constants.SPARK
-
Deprecated.
- descriptions() - Static method in enum com.r4tings.recommender.common.ml.param.Group
- descriptions() - Static method in enum com.r4tings.recommender.data.normalize.NormalizeMethod
- descriptions() - Static method in enum com.r4tings.recommender.model.arm.InterestMeasure
- descriptions() - Static method in enum com.r4tings.recommender.model.knn.WeightedAverage
- descriptions() - Static method in enum com.r4tings.recommender.model.measures.similarity.SimilarityMeasure
- DF - Static variable in class com.r4tings.recommender.common.Constants.COL
- DIMENSION - Static variable in class com.r4tings.recommender.common.Constants.COL
- DOCUMENT - Static variable in class com.r4tings.recommender.common.Constants.COL
- DOCUMENT_TFIDF - Static variable in class com.r4tings.recommender.common.Constants.COL
E
- EUCLIDEAN - com.r4tings.recommender.model.measures.similarity.SimilarityMeasure
- EUCLIDEAN_NORM - Static variable in class com.r4tings.recommender.common.Constants.COL
- EuclideanSimilarityMeasurer - Class in com.r4tings.recommender.model.measures.similarity
- EuclideanSimilarityMeasurer() - Constructor for class com.r4tings.recommender.model.measures.similarity.EuclideanSimilarityMeasurer
- execute(Dataset<Row>) - Method in class com.r4tings.recommender.model.measures.similarity.CosineSimilarityMeasurer
- execute(Dataset<Row>) - Method in class com.r4tings.recommender.model.measures.similarity.EuclideanSimilarityMeasurer
- execute(Dataset<Row>) - Method in class com.r4tings.recommender.model.measures.similarity.ExtendedJaccardSimilarityMeasurer
- execute(Dataset<Row>) - Method in class com.r4tings.recommender.model.measures.similarity.JaccardSimilarityMeasurer
- execute(Dataset<Row>) - Method in class com.r4tings.recommender.model.measures.similarity.ManhattanSimilarityMeasurer
- execute(Dataset<Row>) - Method in class com.r4tings.recommender.model.measures.similarity.PearsonSimilarityMeasurer
- execute(Dataset<Row>) - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- execute(Dataset<Row>) - Method in class com.r4tings.recommender.model.measures.similarity.SimpleMatchingSimilarityMeasurer
- execute(Dataset<Row>, Object[]) - Method in class com.r4tings.recommender.common.ml.AbstractRecommender
- execute(Dataset<Row>, Object[]) - Method in class com.r4tings.recommender.model.arm.AssociationRuleMining
- execute(Dataset<Row>, Object[]) - Method in class com.r4tings.recommender.model.knn.KNearestNeighbors
- execute(Dataset<Row>, Object[]) - Method in class com.r4tings.recommender.model.svd.BaselineSingleValueDecomposition
- execute(Dataset<Row>, Dataset<Row>, Object[]) - Method in class com.r4tings.recommender.model.tfidf.TermFrequencyInverseDocumentFrequency
- ExtendedJaccardSimilarityMeasurer - Class in com.r4tings.recommender.model.measures.similarity
- ExtendedJaccardSimilarityMeasurer() - Constructor for class com.r4tings.recommender.model.measures.similarity.ExtendedJaccardSimilarityMeasurer
F
- featureWeights() - Method in class com.r4tings.recommender.model.svd.mf.SingleValueDecompositionModel
- fit(Dataset) - Method in class com.r4tings.recommender.model.svd.baseline.GeneralMeanRatingBaseline
- fit(Dataset) - Method in class com.r4tings.recommender.model.svd.baseline.SimpleMeanRatingBaseline
- fit(Dataset) - Method in class com.r4tings.recommender.model.svd.mf.SingleValueDecomposition
G
- GeneralMeanRatingBaseline - Class in com.r4tings.recommender.model.svd.baseline
- GeneralMeanRatingBaseline() - Constructor for class com.r4tings.recommender.model.svd.baseline.GeneralMeanRatingBaseline
- get(String) - Static method in enum com.r4tings.recommender.common.ml.param.Group
- get(String) - Static method in enum com.r4tings.recommender.data.normalize.NormalizeMethod
- get(String) - Static method in enum com.r4tings.recommender.model.arm.InterestMeasure
- get(String) - Static method in enum com.r4tings.recommender.model.knn.WeightedAverage
- get(String) - Static method in enum com.r4tings.recommender.model.measures.similarity.SimilarityMeasure
- getBaselineModel() - Method in class com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
- getBaselinePredictor() - Method in class com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
- getFeatureWeights() - Method in class com.r4tings.recommender.model.svd.mf.SingleValueDecompositionModel
- getGroup() - Method in interface com.r4tings.recommender.common.ml.param.GroupCol
- getGroup() - Method in class com.r4tings.recommender.data.normalize.RatingNormalizer
- getGroup() - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- getGroup() - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- getGroupCol() - Method in interface com.r4tings.recommender.common.ml.param.GroupCol
- getGroupCol() - Method in class com.r4tings.recommender.data.normalize.RatingNormalizer
- getGroupCol() - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- getGroupCol() - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- getIds() - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- getImputeZero() - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- getItemBiasDS() - Method in class com.r4tings.recommender.model.svd.baseline.MeanRatingBaselineModel
- getItemCol() - Method in class com.r4tings.recommender.common.ml.AbstractEstimator
- getItemCol() - Method in class com.r4tings.recommender.common.ml.AbstractModel
- getItemCol() - Method in class com.r4tings.recommender.common.ml.AbstractRatingTransformer
- getItemCol() - Method in class com.r4tings.recommender.common.ml.CommonParams
- getItemCol() - Method in interface com.r4tings.recommender.common.ml.param.RatingCol
- getItemFeatureDS() - Method in class com.r4tings.recommender.model.svd.mf.SingleValueDecompositionModel
- getK() - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- getK() - Method in class com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
- getK() - Method in class com.r4tings.recommender.model.svd.mf._REMOVESingleValueDecompositionParams
- getK() - Method in class com.r4tings.recommender.model.svd.mf.SingleValueDecomposition
- getLambda2() - Method in class com.r4tings.recommender.model.svd.baseline.GeneralMeanRatingBaseline
- getLambda3() - Method in class com.r4tings.recommender.model.svd.baseline.GeneralMeanRatingBaseline
- getLower() - Method in class com.r4tings.recommender.data.normalize.MinMaxNormalizer
- getMinConfidence() - Method in class com.r4tings.recommender.model.arm.AssociationRuleMiningParams
- getMinimumNeighbors() - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- getMinSupport() - Method in class com.r4tings.recommender.model.arm.AssociationRuleMiningParams
- getNormalizer() - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- getOutputCol() - Method in class com.r4tings.recommender.common.ml.AbstractEstimator
- getOutputCol() - Method in class com.r4tings.recommender.common.ml.AbstractModel
- getOutputCol() - Method in class com.r4tings.recommender.common.ml.AbstractRatingTransformer
- getOutputCol() - Method in class com.r4tings.recommender.common.ml.CommonParams
- getOutputCol() - Method in interface com.r4tings.recommender.common.ml.param.OutputCol
- getOutputCol() - Method in class com.r4tings.recommender.data.normalize.RatingNormalizer
- getOverallMeanRating() - Method in class com.r4tings.recommender.model.svd.baseline.MeanRatingBaselineModel
- getRatingCol() - Method in class com.r4tings.recommender.common.ml.AbstractEstimator
- getRatingCol() - Method in class com.r4tings.recommender.common.ml.AbstractModel
- getRatingCol() - Method in class com.r4tings.recommender.common.ml.AbstractRatingTransformer
- getRatingCol() - Method in class com.r4tings.recommender.common.ml.CommonParams
- getRatingCol() - Method in interface com.r4tings.recommender.common.ml.param.RatingCol
- getResidualCol() - Method in class com.r4tings.recommender.model.svd.baseline.MeanRatingBaselineModel
- getSimilarityMeasure() - Method in class com.r4tings.recommender.model.tfidf.TermFrequencyInverseDocumentFrequencyParams
- getSimilarityMeasurer() - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- getSingleValueDecomposition() - Method in class com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
- getSingleValueDecompositionModel() - Method in class com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
- getTermCol() - Method in interface com.r4tings.recommender.common.ml.param.TermCol
- getTermCol() - Method in class com.r4tings.recommender.model.tfidf.TermFrequencyInverseDocumentFrequencyParams
- getThreshold() - Method in class com.r4tings.recommender.data.normalize.ThresholdBinarizer
- getThreshold() - Method in class com.r4tings.recommender.model.tfidf.TermFrequencyInverseDocumentFrequencyParams
- getUpper() - Method in class com.r4tings.recommender.data.normalize.MinMaxNormalizer
- getUserBiasDS() - Method in class com.r4tings.recommender.model.svd.baseline.MeanRatingBaselineModel
- getUserCol() - Method in class com.r4tings.recommender.common.ml.AbstractEstimator
- getUserCol() - Method in class com.r4tings.recommender.common.ml.AbstractModel
- getUserCol() - Method in class com.r4tings.recommender.common.ml.AbstractRatingTransformer
- getUserCol() - Method in class com.r4tings.recommender.common.ml.CommonParams
- getUserCol() - Method in interface com.r4tings.recommender.common.ml.param.RatingCol
- getUserFeatureDS() - Method in class com.r4tings.recommender.model.svd.mf.SingleValueDecompositionModel
- getUserRatedItems(Dataset<Row>, Object[], String, String, boolean) - Static method in class com.r4tings.recommender.model.knn.KNearestNeighbors
-
Deprecated.
- getVerbose() - Method in class com.r4tings.recommender.common.ml.AbstractEstimator
- getVerbose() - Method in class com.r4tings.recommender.common.ml.AbstractModel
- getVerbose() - Method in class com.r4tings.recommender.common.ml.AbstractRatingTransformer
- getVerbose() - Method in class com.r4tings.recommender.common.ml.CommonParams
- getVerbose() - Method in interface com.r4tings.recommender.common.ml.param.Verbose
- getWeight() - Method in class com.r4tings.recommender.model.measures.similarity.EuclideanSimilarityMeasurer
- getWeight() - Method in class com.r4tings.recommender.model.measures.similarity.ManhattanSimilarityMeasurer
- getWeightedAverage() - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- group() - Method in interface com.r4tings.recommender.common.ml.param.GroupCol
- group() - Method in class com.r4tings.recommender.data.normalize.RatingNormalizer
- group() - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- group() - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- Group - Enum in com.r4tings.recommender.common.ml.param
- GroupCol - Interface in com.r4tings.recommender.common.ml.param
H
- HINT_BROADCAST - Static variable in class com.r4tings.recommender.common.Constants.SPARK
I
- IDF - Static variable in class com.r4tings.recommender.common.Constants.COL
- ids() - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- imputeZero() - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- INDEX - Static variable in class com.r4tings.recommender.common.Constants.COL
- InterestMeasure - Enum in com.r4tings.recommender.model.arm
- invoke(Boolean) - Method in enum com.r4tings.recommender.data.normalize.NormalizeMethod
- invoke(Boolean) - Method in enum com.r4tings.recommender.model.arm.InterestMeasure
- invoke(Boolean, Boolean) - Method in enum com.r4tings.recommender.model.measures.similarity.SimilarityMeasure
- invoke(Boolean, Integer) - Method in enum com.r4tings.recommender.model.knn.WeightedAverage
- ITEM - com.r4tings.recommender.common.ml.param.Group
- ITEM - Static variable in class com.r4tings.recommender.common.Constants.COL
- ITEM_BIAS - Static variable in class com.r4tings.recommender.common.Constants.COL
- ITEM_FEATURES - Static variable in class com.r4tings.recommender.common.Constants.COL
- ITEM_INDEX - Static variable in class com.r4tings.recommender.common.Constants.COL
- itemBiasDS() - Method in class com.r4tings.recommender.model.svd.baseline.MeanRatingBaselineModel
- itemCol() - Method in class com.r4tings.recommender.common.ml.AbstractEstimator
- itemCol() - Method in class com.r4tings.recommender.common.ml.AbstractModel
- itemCol() - Method in class com.r4tings.recommender.common.ml.AbstractRatingTransformer
- itemCol() - Method in class com.r4tings.recommender.common.ml.CommonParams
- itemCol() - Method in interface com.r4tings.recommender.common.ml.param.RatingCol
- itemFeatureDS() - Method in class com.r4tings.recommender.model.svd.mf.SingleValueDecompositionModel
J
- JaccardSimilarityMeasurer - Class in com.r4tings.recommender.model.measures.similarity
- JaccardSimilarityMeasurer() - Constructor for class com.r4tings.recommender.model.measures.similarity.JaccardSimilarityMeasurer
- JOINTYPE_LEFT_ANTI - Static variable in class com.r4tings.recommender.common.Constants.SPARK
-
Deprecated.
- JOINTYPE_LEFT_OUTER - Static variable in class com.r4tings.recommender.common.Constants.SPARK
-
Deprecated.
- JOINTYPE_LEFT_SEMI - Static variable in class com.r4tings.recommender.common.Constants.SPARK
-
Deprecated.
K
- k() - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- k() - Method in class com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
- k() - Method in class com.r4tings.recommender.model.svd.mf._REMOVESingleValueDecompositionParams
- k() - Method in class com.r4tings.recommender.model.svd.mf.SingleValueDecomposition
- KNearestNeighbors - Class in com.r4tings.recommender.model.knn
- KNearestNeighbors(KNearestNeighborsParams) - Constructor for class com.r4tings.recommender.model.knn.KNearestNeighbors
- KNearestNeighborsParams - Class in com.r4tings.recommender.model.knn
- KNearestNeighborsParams() - Constructor for class com.r4tings.recommender.model.knn.KNearestNeighborsParams
L
- lambda2() - Method in class com.r4tings.recommender.model.svd.baseline.GeneralMeanRatingBaseline
- lambda3() - Method in class com.r4tings.recommender.model.svd.baseline.GeneralMeanRatingBaseline
- LENGTH_NORMALIZED_TFIDF - Static variable in class com.r4tings.recommender.common.Constants.COL
- LEVERAGE - com.r4tings.recommender.model.arm.InterestMeasure
- LEVERAGE - Static variable in class com.r4tings.recommender.common.Constants.COL
- LHS - Static variable in class com.r4tings.recommender.common.Constants.COL
- LHS_INDEX - Static variable in class com.r4tings.recommender.common.Constants.COL
- LHS_MEAN - Static variable in class com.r4tings.recommender.common.Constants.COL
- LHS_RATINGS - Static variable in class com.r4tings.recommender.common.Constants.COL
- LHS_STDDEV - Static variable in class com.r4tings.recommender.common.Constants.COL
- LHS_SUPPORT - Static variable in class com.r4tings.recommender.common.Constants.COL
- LHS_TRANSACTIONS - Static variable in class com.r4tings.recommender.common.Constants.COL
- LIFT - com.r4tings.recommender.model.arm.InterestMeasure
- LIFT - Static variable in class com.r4tings.recommender.common.Constants.COL
- lower() - Method in class com.r4tings.recommender.data.normalize.MinMaxNormalizer
M
- MANHATTAN - com.r4tings.recommender.model.measures.similarity.SimilarityMeasure
- ManhattanSimilarityMeasurer - Class in com.r4tings.recommender.model.measures.similarity
- ManhattanSimilarityMeasurer() - Constructor for class com.r4tings.recommender.model.measures.similarity.ManhattanSimilarityMeasurer
- MAX - Static variable in class com.r4tings.recommender.common.Constants.COL
- MEAN - Static variable in class com.r4tings.recommender.common.Constants.COL
- MEAN_CENTERING - com.r4tings.recommender.data.normalize.NormalizeMethod
- MEAN_CENTERING - com.r4tings.recommender.model.knn.WeightedAverage
- MEAN_CENTERING_INVERSE - com.r4tings.recommender.data.normalize.NormalizeMethod
- MeanCenteringNormalizer - Class in com.r4tings.recommender.data.normalize
- MeanCenteringNormalizer() - Constructor for class com.r4tings.recommender.data.normalize.MeanCenteringNormalizer
- MeanRatingBaselineModel - Class in com.r4tings.recommender.model.svd.baseline
- MeanRatingBaselineModel() - Constructor for class com.r4tings.recommender.model.svd.baseline.MeanRatingBaselineModel
- MIN - Static variable in class com.r4tings.recommender.common.Constants.COL
- MIN_MAX - com.r4tings.recommender.data.normalize.NormalizeMethod
- MIN_MAX_INVERSE - com.r4tings.recommender.data.normalize.NormalizeMethod
- minConfidence() - Method in class com.r4tings.recommender.model.arm.AssociationRuleMiningParams
- minimumNeighbors() - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- MinMaxNormalizer - Class in com.r4tings.recommender.data.normalize
- MinMaxNormalizer() - Constructor for class com.r4tings.recommender.data.normalize.MinMaxNormalizer
- minSupport() - Method in class com.r4tings.recommender.model.arm.AssociationRuleMiningParams
N
- NEIGHBORS - Static variable in class com.r4tings.recommender.common.Constants.COL
- NEW_MAX - Static variable in class com.r4tings.recommender.common.Constants.COL
- NEW_MIN - Static variable in class com.r4tings.recommender.common.Constants.COL
- NormalizeMethod - Enum in com.r4tings.recommender.data.normalize
- normalizer() - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
O
- OUTPUT - Static variable in class com.r4tings.recommender.common.Constants.COL
- outputCol() - Method in class com.r4tings.recommender.common.ml.AbstractEstimator
- outputCol() - Method in class com.r4tings.recommender.common.ml.AbstractModel
- outputCol() - Method in class com.r4tings.recommender.common.ml.AbstractRatingTransformer
- outputCol() - Method in class com.r4tings.recommender.common.ml.CommonParams
- outputCol() - Method in interface com.r4tings.recommender.common.ml.param.OutputCol
- OutputCol - Interface in com.r4tings.recommender.common.ml.param
- overallMeanRating() - Method in class com.r4tings.recommender.model.svd.baseline.MeanRatingBaselineModel
P
- PEARSON - com.r4tings.recommender.model.measures.similarity.SimilarityMeasure
- PearsonSimilarityMeasurer - Class in com.r4tings.recommender.model.measures.similarity
- PearsonSimilarityMeasurer() - Constructor for class com.r4tings.recommender.model.measures.similarity.PearsonSimilarityMeasurer
R
- RANK - Static variable in class com.r4tings.recommender.common.Constants.COL
- RATING - Static variable in class com.r4tings.recommender.common.Constants.COL
- ratingCol() - Method in class com.r4tings.recommender.common.ml.AbstractEstimator
- ratingCol() - Method in class com.r4tings.recommender.common.ml.AbstractModel
- ratingCol() - Method in class com.r4tings.recommender.common.ml.AbstractRatingTransformer
- ratingCol() - Method in class com.r4tings.recommender.common.ml.CommonParams
- ratingCol() - Method in interface com.r4tings.recommender.common.ml.param.RatingCol
- RatingCol - Interface in com.r4tings.recommender.common.ml.param
- RatingNormalizer<T extends RatingNormalizer<T>> - Class in com.r4tings.recommender.data.normalize
- RatingNormalizer(String) - Constructor for class com.r4tings.recommender.data.normalize.RatingNormalizer
- RATINGS - Static variable in class com.r4tings.recommender.common.Constants.COL
- RatingSimilarityMeasurer<T extends RatingSimilarityMeasurer<T>> - Class in com.r4tings.recommender.model.measures.similarity
- RatingSimilarityMeasurer(String) - Constructor for class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- recommend(Dataset<Row>, int, Object...) - Method in class com.r4tings.recommender.common.ml.AbstractRecommender
- recommend(Dataset<Row>, Dataset<Row>, int, Object...) - Method in class com.r4tings.recommender.model.tfidf.TermFrequencyInverseDocumentFrequency
- reconstructRating(WrappedArray<Double>, WrappedArray<Double>, WrappedArray<Double>) - Static method in class com.r4tings.recommender.model.svd.mf.SingleValueDecompositionModel
- RESIDUAL - Static variable in class com.r4tings.recommender.common.Constants.COL
- residualCol() - Method in class com.r4tings.recommender.model.svd.baseline.MeanRatingBaselineModel
- RHS - Static variable in class com.r4tings.recommender.common.Constants.COL
- RHS_INDEX - Static variable in class com.r4tings.recommender.common.Constants.COL
- RHS_MEAN - Static variable in class com.r4tings.recommender.common.Constants.COL
- RHS_RATINGS - Static variable in class com.r4tings.recommender.common.Constants.COL
- RHS_STDDEV - Static variable in class com.r4tings.recommender.common.Constants.COL
- RHS_SUPPORT - Static variable in class com.r4tings.recommender.common.Constants.COL
- RHS_TRANSACTIONS - Static variable in class com.r4tings.recommender.common.Constants.COL
S
- scale(Dataset<Row>, String, Dataset<Row>, Column) - Method in class com.r4tings.recommender.data.normalize.RatingNormalizer
- SCORE - Static variable in class com.r4tings.recommender.common.Constants.COL
- self() - Method in class com.r4tings.recommender.common.ml.CommonEstimator
- self() - Method in class com.r4tings.recommender.common.ml.CommonModel
- self() - Method in class com.r4tings.recommender.common.ml.CommonParams
- self() - Method in class com.r4tings.recommender.data.normalize.DecimalScalingNormalizer
- self() - Method in class com.r4tings.recommender.data.normalize.MeanCenteringNormalizer
- self() - Method in class com.r4tings.recommender.data.normalize.MinMaxNormalizer
- self() - Method in class com.r4tings.recommender.data.normalize.RatingNormalizer
- self() - Method in class com.r4tings.recommender.data.normalize.ThresholdBinarizer
- self() - Method in class com.r4tings.recommender.data.normalize.ZScoreNormalizer
- self() - Method in class com.r4tings.recommender.model.arm.AssociationRuleMiningParams
- self() - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- self() - Method in class com.r4tings.recommender.model.measures.similarity.CosineSimilarityMeasurer
- self() - Method in class com.r4tings.recommender.model.measures.similarity.EuclideanSimilarityMeasurer
- self() - Method in class com.r4tings.recommender.model.measures.similarity.ExtendedJaccardSimilarityMeasurer
- self() - Method in class com.r4tings.recommender.model.measures.similarity.JaccardSimilarityMeasurer
- self() - Method in class com.r4tings.recommender.model.measures.similarity.ManhattanSimilarityMeasurer
- self() - Method in class com.r4tings.recommender.model.measures.similarity.PearsonSimilarityMeasurer
- self() - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- self() - Method in class com.r4tings.recommender.model.measures.similarity.SimpleMatchingSimilarityMeasurer
- self() - Method in class com.r4tings.recommender.model.svd.baseline.GeneralMeanRatingBaseline
- self() - Method in class com.r4tings.recommender.model.svd.baseline.MeanRatingBaselineModel
- self() - Method in class com.r4tings.recommender.model.svd.baseline.SimpleMeanRatingBaseline
- self() - Method in class com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
- self() - Method in class com.r4tings.recommender.model.svd.mf._REMOVESingleValueDecompositionParams
- self() - Method in class com.r4tings.recommender.model.svd.mf.SingleValueDecomposition
- self() - Method in class com.r4tings.recommender.model.svd.mf.SingleValueDecompositionModel
- self() - Method in class com.r4tings.recommender.model.tfidf.TermFrequencyInverseDocumentFrequencyParams
- setBaselineModel(Model) - Method in class com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
- setBaselinePredictor(CommonEstimator) - Method in class com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
- setFeatureWeights(double[]) - Method in class com.r4tings.recommender.model.svd.mf.SingleValueDecompositionModel
- setGroup(Group) - Method in interface com.r4tings.recommender.common.ml.param.GroupCol
- setGroup(Group) - Method in class com.r4tings.recommender.data.normalize.RatingNormalizer
- setGroup(Group) - Method in class com.r4tings.recommender.data.normalize.ZScoreNormalizer
- setGroup(Group) - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- setGroup(Group) - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- setGroupCol(String) - Method in interface com.r4tings.recommender.common.ml.param.GroupCol
- setGroupCol(String) - Method in class com.r4tings.recommender.data.normalize.RatingNormalizer
- setGroupCol(String) - Method in class com.r4tings.recommender.data.normalize.ZScoreNormalizer
- setGroupCol(String) - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- setGroupCol(String) - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- setIds(Object...) - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- setImputeZero(Boolean) - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- setItemBiasDS(Dataset<Row>) - Method in class com.r4tings.recommender.model.svd.baseline.MeanRatingBaselineModel
- setItemCol(String) - Method in class com.r4tings.recommender.common.ml.CommonEstimator
- setItemCol(String) - Method in class com.r4tings.recommender.common.ml.CommonModel
- setItemCol(String) - Method in class com.r4tings.recommender.common.ml.CommonParams
- setItemCol(String) - Method in interface com.r4tings.recommender.common.ml.param.RatingCol
- setItemCol(String) - Method in class com.r4tings.recommender.data.normalize.RatingNormalizer
- setItemCol(String) - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- setItemCol(String) - Method in class com.r4tings.recommender.model.svd.mf._REMOVESingleValueDecompositionParams
- setItemFeatureDS(Dataset<Row>) - Method in class com.r4tings.recommender.model.svd.mf.SingleValueDecompositionModel
- setK(Integer) - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- setK(Integer) - Method in class com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
- setK(Integer) - Method in class com.r4tings.recommender.model.svd.mf._REMOVESingleValueDecompositionParams
- setK(Integer) - Method in class com.r4tings.recommender.model.svd.mf.SingleValueDecomposition
- setLambda2(Integer) - Method in class com.r4tings.recommender.model.svd.baseline.GeneralMeanRatingBaseline
- setLambda3(Integer) - Method in class com.r4tings.recommender.model.svd.baseline.GeneralMeanRatingBaseline
- setLower(Double) - Method in class com.r4tings.recommender.data.normalize.MinMaxNormalizer
- setMinConfidence(Double) - Method in class com.r4tings.recommender.model.arm.AssociationRuleMiningParams
- setMinimumNeighbors(Integer) - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- setMinSupport(Double) - Method in class com.r4tings.recommender.model.arm.AssociationRuleMiningParams
- setNormalizer(RatingNormalizer) - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- setOutputCol(String) - Method in class com.r4tings.recommender.common.ml.CommonEstimator
- setOutputCol(String) - Method in class com.r4tings.recommender.common.ml.CommonModel
- setOutputCol(String) - Method in class com.r4tings.recommender.common.ml.CommonParams
- setOutputCol(String) - Method in interface com.r4tings.recommender.common.ml.param.OutputCol
- setOutputCol(String) - Method in class com.r4tings.recommender.data.normalize.RatingNormalizer
- setOutputCol(String) - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- setOutputCol(String) - Method in class com.r4tings.recommender.model.svd.mf._REMOVESingleValueDecompositionParams
- setOverallMeanRating(Double) - Method in class com.r4tings.recommender.model.svd.baseline.MeanRatingBaselineModel
- setRatingCol(String) - Method in class com.r4tings.recommender.common.ml.CommonEstimator
- setRatingCol(String) - Method in class com.r4tings.recommender.common.ml.CommonModel
- setRatingCol(String) - Method in class com.r4tings.recommender.common.ml.CommonParams
- setRatingCol(String) - Method in interface com.r4tings.recommender.common.ml.param.RatingCol
- setRatingCol(String) - Method in class com.r4tings.recommender.data.normalize.RatingNormalizer
- setRatingCol(String) - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- setRatingCol(String) - Method in class com.r4tings.recommender.model.svd.mf._REMOVESingleValueDecompositionParams
- setResidualCol(String) - Method in class com.r4tings.recommender.model.svd.baseline.MeanRatingBaselineModel
- setSimilarityMeasure(UserDefinedFunction) - Method in class com.r4tings.recommender.model.tfidf.TermFrequencyInverseDocumentFrequencyParams
- setSimilarityMeasurer(RatingSimilarityMeasurer) - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- setSingleValueDecomposition(CommonEstimator) - Method in class com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
- setSingleValueDecompositionModel(Model) - Method in class com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
- setTermCol(String) - Method in interface com.r4tings.recommender.common.ml.param.TermCol
- setTermCol(String) - Method in class com.r4tings.recommender.model.tfidf.TermFrequencyInverseDocumentFrequencyParams
- setThreshold(Double) - Method in class com.r4tings.recommender.data.normalize.ThresholdBinarizer
- setThreshold(Double) - Method in class com.r4tings.recommender.model.tfidf.TermFrequencyInverseDocumentFrequencyParams
- setUpper(Double) - Method in class com.r4tings.recommender.data.normalize.MinMaxNormalizer
- setUserBiasDS(Dataset<Row>) - Method in class com.r4tings.recommender.model.svd.baseline.MeanRatingBaselineModel
- setUserCol(String) - Method in class com.r4tings.recommender.common.ml.CommonEstimator
- setUserCol(String) - Method in class com.r4tings.recommender.common.ml.CommonModel
- setUserCol(String) - Method in class com.r4tings.recommender.common.ml.CommonParams
- setUserCol(String) - Method in interface com.r4tings.recommender.common.ml.param.RatingCol
- setUserCol(String) - Method in class com.r4tings.recommender.data.normalize.RatingNormalizer
- setUserCol(String) - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- setUserCol(String) - Method in class com.r4tings.recommender.model.svd.mf._REMOVESingleValueDecompositionParams
- setUserFeatureDS(Dataset<Row>) - Method in class com.r4tings.recommender.model.svd.mf.SingleValueDecompositionModel
- setVerbose(Boolean) - Method in class com.r4tings.recommender.common.ml.CommonEstimator
- setVerbose(Boolean) - Method in class com.r4tings.recommender.common.ml.CommonModel
- setVerbose(Boolean) - Method in class com.r4tings.recommender.common.ml.CommonParams
- setVerbose(Boolean) - Method in interface com.r4tings.recommender.common.ml.param.Verbose
- setVerbose(Boolean) - Method in class com.r4tings.recommender.data.normalize.RatingNormalizer
- setVerbose(Boolean) - Method in class com.r4tings.recommender.data.normalize.ZScoreNormalizer
- setVerbose(Boolean) - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- setVerbose(Boolean) - Method in class com.r4tings.recommender.model.svd.mf._REMOVESingleValueDecompositionParams
- setWeight(Integer) - Method in class com.r4tings.recommender.model.measures.similarity.EuclideanSimilarityMeasurer
- setWeight(Integer) - Method in class com.r4tings.recommender.model.measures.similarity.ManhattanSimilarityMeasurer
- setWeightedAverage(WeightedAverage) - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- SIMILARITY - Static variable in class com.r4tings.recommender.common.Constants.COL
- similarityMeasure() - Method in class com.r4tings.recommender.model.tfidf.TermFrequencyInverseDocumentFrequencyParams
- SimilarityMeasure - Enum in com.r4tings.recommender.model.measures.similarity
- similarityMeasurer() - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- SIMPLE - com.r4tings.recommender.model.knn.WeightedAverage
- SimpleMatchingSimilarityMeasurer - Class in com.r4tings.recommender.model.measures.similarity
- SimpleMatchingSimilarityMeasurer() - Constructor for class com.r4tings.recommender.model.measures.similarity.SimpleMatchingSimilarityMeasurer
- SimpleMeanRatingBaseline - Class in com.r4tings.recommender.model.svd.baseline
- SimpleMeanRatingBaseline() - Constructor for class com.r4tings.recommender.model.svd.baseline.SimpleMeanRatingBaseline
- singleValueDecomposition() - Method in class com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
- SingleValueDecomposition - Class in com.r4tings.recommender.model.svd.mf
- SingleValueDecomposition() - Constructor for class com.r4tings.recommender.model.svd.mf.SingleValueDecomposition
- singleValueDecompositionModel() - Method in class com.r4tings.recommender.model.svd.BaselineSingleValueDecompositionParams
- SingleValueDecompositionModel - Class in com.r4tings.recommender.model.svd.mf
- SingleValueDecompositionModel() - Constructor for class com.r4tings.recommender.model.svd.mf.SingleValueDecompositionModel
- STDDEV - Static variable in class com.r4tings.recommender.common.Constants.COL
- SUPPORT - com.r4tings.recommender.model.arm.InterestMeasure
- SUPPORT - Static variable in class com.r4tings.recommender.common.Constants.COL
- SUPPORT_COUNT - Static variable in class com.r4tings.recommender.common.Constants.COL
T
- TERM - Static variable in class com.r4tings.recommender.common.Constants.COL
- termCol() - Method in interface com.r4tings.recommender.common.ml.param.TermCol
- termCol() - Method in class com.r4tings.recommender.model.tfidf.TermFrequencyInverseDocumentFrequencyParams
- TermCol - Interface in com.r4tings.recommender.common.ml.param
- TermFrequencyInverseDocumentFrequency - Class in com.r4tings.recommender.model.tfidf
- TermFrequencyInverseDocumentFrequency(TermFrequencyInverseDocumentFrequencyParams) - Constructor for class com.r4tings.recommender.model.tfidf.TermFrequencyInverseDocumentFrequency
- TermFrequencyInverseDocumentFrequencyParams - Class in com.r4tings.recommender.model.tfidf
- TermFrequencyInverseDocumentFrequencyParams() - Constructor for class com.r4tings.recommender.model.tfidf.TermFrequencyInverseDocumentFrequencyParams
- TF - Static variable in class com.r4tings.recommender.common.Constants.COL
- TFIDF - Static variable in class com.r4tings.recommender.common.Constants.COL
- threshold() - Method in class com.r4tings.recommender.data.normalize.ThresholdBinarizer
- threshold() - Method in class com.r4tings.recommender.model.tfidf.TermFrequencyInverseDocumentFrequencyParams
- ThresholdBinarizer - Class in com.r4tings.recommender.data.normalize
- ThresholdBinarizer() - Constructor for class com.r4tings.recommender.data.normalize.ThresholdBinarizer
- TID - Static variable in class com.r4tings.recommender.common.Constants.COL
- toString() - Method in enum com.r4tings.recommender.common.ml.param.Group
- toString() - Method in enum com.r4tings.recommender.data.normalize.NormalizeMethod
- toString() - Method in enum com.r4tings.recommender.model.knn.WeightedAverage
- toString() - Method in enum com.r4tings.recommender.model.measures.similarity.SimilarityMeasure
- TRANSACTIONS - Static variable in class com.r4tings.recommender.common.Constants.COL
- transform(Dataset<?>) - Method in class com.r4tings.recommender.data.normalize.RatingNormalizer
- transform(Dataset<?>) - Method in class com.r4tings.recommender.model.measures.similarity.RatingSimilarityMeasurer
- transform(Dataset<?>) - Method in class com.r4tings.recommender.model.svd.baseline.MeanRatingBaselineModel
- transform(Dataset<?>) - Method in class com.r4tings.recommender.model.svd.mf.SingleValueDecompositionModel
- transformAll() - Method in class com.r4tings.recommender.model.svd.baseline.MeanRatingBaselineModel
- transformSchema(StructType) - Method in class com.r4tings.recommender.common.ml.AbstractEstimator
- transformSchema(StructType) - Method in class com.r4tings.recommender.common.ml.AbstractModel
- transformSchema(StructType) - Method in class com.r4tings.recommender.common.ml.AbstractRatingTransformer
U
- uid() - Method in class com.r4tings.recommender.common.ml.AbstractEstimator
- uid() - Method in class com.r4tings.recommender.common.ml.AbstractModel
- uid() - Method in class com.r4tings.recommender.common.ml.AbstractRatingTransformer
- uid() - Method in class com.r4tings.recommender.common.ml.CommonParams
- upper() - Method in class com.r4tings.recommender.data.normalize.MinMaxNormalizer
- USER - com.r4tings.recommender.common.ml.param.Group
- USER - Static variable in class com.r4tings.recommender.common.Constants.COL
- USER_BIAS - Static variable in class com.r4tings.recommender.common.Constants.COL
- USER_DOCUMENT - Static variable in class com.r4tings.recommender.common.Constants.COL
- USER_FEATURES - Static variable in class com.r4tings.recommender.common.Constants.COL
- USER_INDEX - Static variable in class com.r4tings.recommender.common.Constants.COL
- USER_TFIDF - Static variable in class com.r4tings.recommender.common.Constants.COL
- userBiasDS() - Method in class com.r4tings.recommender.model.svd.baseline.MeanRatingBaselineModel
- userCol() - Method in class com.r4tings.recommender.common.ml.AbstractEstimator
- userCol() - Method in class com.r4tings.recommender.common.ml.AbstractModel
- userCol() - Method in class com.r4tings.recommender.common.ml.AbstractRatingTransformer
- userCol() - Method in class com.r4tings.recommender.common.ml.CommonParams
- userCol() - Method in interface com.r4tings.recommender.common.ml.param.RatingCol
- userFeatureDS() - Method in class com.r4tings.recommender.model.svd.mf.SingleValueDecompositionModel
- USV - Static variable in class com.r4tings.recommender.common.Constants.COL
V
- valueOf(String) - Static method in enum com.r4tings.recommender.common.ml.param.Group
-
Returns the enum constant of this type with the specified name.
- valueOf(String) - Static method in enum com.r4tings.recommender.data.normalize.NormalizeMethod
-
Returns the enum constant of this type with the specified name.
- valueOf(String) - Static method in enum com.r4tings.recommender.model.arm.InterestMeasure
-
Returns the enum constant of this type with the specified name.
- valueOf(String) - Static method in enum com.r4tings.recommender.model.knn.WeightedAverage
-
Returns the enum constant of this type with the specified name.
- valueOf(String) - Static method in enum com.r4tings.recommender.model.measures.similarity.SimilarityMeasure
-
Returns the enum constant of this type with the specified name.
- values() - Static method in enum com.r4tings.recommender.common.ml.param.Group
-
Returns an array containing the constants of this enum type, in the order they are declared.
- values() - Static method in enum com.r4tings.recommender.data.normalize.NormalizeMethod
-
Returns an array containing the constants of this enum type, in the order they are declared.
- values() - Static method in enum com.r4tings.recommender.model.arm.InterestMeasure
-
Returns an array containing the constants of this enum type, in the order they are declared.
- values() - Static method in enum com.r4tings.recommender.model.knn.WeightedAverage
-
Returns an array containing the constants of this enum type, in the order they are declared.
- values() - Static method in enum com.r4tings.recommender.model.measures.similarity.SimilarityMeasure
-
Returns an array containing the constants of this enum type, in the order they are declared.
- VectorNormalizer - Class in com.r4tings.recommender.data.normalize
- VectorNormalizer() - Constructor for class com.r4tings.recommender.data.normalize.VectorNormalizer
- verbose() - Method in class com.r4tings.recommender.common.ml.AbstractEstimator
- verbose() - Method in class com.r4tings.recommender.common.ml.AbstractModel
- verbose() - Method in class com.r4tings.recommender.common.ml.AbstractRatingTransformer
- verbose() - Method in class com.r4tings.recommender.common.ml.CommonParams
- verbose() - Method in interface com.r4tings.recommender.common.ml.param.Verbose
- Verbose - Interface in com.r4tings.recommender.common.ml.param
W
- weight() - Method in class com.r4tings.recommender.model.measures.similarity.EuclideanSimilarityMeasurer
- weight() - Method in class com.r4tings.recommender.model.measures.similarity.ManhattanSimilarityMeasurer
- WEIGHTED_EUCLIDEAN - com.r4tings.recommender.model.measures.similarity.SimilarityMeasure
- WEIGHTED_MANHATTAN - com.r4tings.recommender.model.measures.similarity.SimilarityMeasure
- weightedAverage() - Method in class com.r4tings.recommender.model.knn.KNearestNeighborsParams
- WeightedAverage - Enum in com.r4tings.recommender.model.knn
Z
- Z_SCORE - com.r4tings.recommender.data.normalize.NormalizeMethod
- Z_SCORE - com.r4tings.recommender.model.knn.WeightedAverage
- Z_SCORE_INVERSE - com.r4tings.recommender.data.normalize.NormalizeMethod
- ZScoreNormalizer - Class in com.r4tings.recommender.data.normalize
- ZScoreNormalizer() - Constructor for class com.r4tings.recommender.data.normalize.ZScoreNormalizer
_
- _REMOVESingleValueDecompositionParams - Class in com.r4tings.recommender.model.svd.mf
- _REMOVESingleValueDecompositionParams() - Constructor for class com.r4tings.recommender.model.svd.mf._REMOVESingleValueDecompositionParams
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