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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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