class icon trait icon trait icon trait icon
    1. org
        1. org.apache
            1. org.apache.spark
                1. org.apache.spark.ml
                  1. (class)Estimator
                  2. (class)Model
                  3. (object)(class)Pipeline
                  4. (object)(class)PipelineModel
                  5. (class)PipelineStage
                  6. (class)PredictionModel
                  7. (class)Predictor
                  8. (class)Transformer
                  9. (class)UnaryTransformer
                  1. org.apache.spark.ml.attribute
                    1. (object)(class)Attribute
                    2. (object)(class)AttributeGroup
                    3. (object)(class)AttributeType
                    4. (object)(class)BinaryAttribute
                    5. (object)(class)NominalAttribute
                    6. (object)(class)NumericAttribute
                    7. (object)
                      UnresolvedAttribute
                  2. org.apache.spark.ml.classification
                    1. (class)BinaryLogisticRegressionSummary
                    2. (class)BinaryLogisticRegressionTrainingSummary
                    3. (class)ClassificationModel
                    4. (class)Classifier
                    5. (object)(class)DecisionTreeClassificationModel
                    6. (object)(class)DecisionTreeClassifier
                    7. (object)(class)GBTClassificationModel
                    8. (object)(class)GBTClassifier
                    9. (object)(class)LogisticRegression
                    10. (object)(class)LogisticRegressionModel
                    11. (trait)LogisticRegressionSummary
                    12. (trait)LogisticRegressionTrainingSummary
                    13. (object)(class)MultilayerPerceptronClassificationModel
                    14. (object)(class)MultilayerPerceptronClassifier
                    15. (object)(class)NaiveBayes
                    16. (object)(class)NaiveBayesModel
                    17. (object)(class)OneVsRest
                    18. (object)(class)OneVsRestModel
                    19. (class)ProbabilisticClassificationModel
                    20. (class)ProbabilisticClassifier
                    21. (object)(class)RandomForestClassificationModel
                    22. (object)(class)RandomForestClassifier
                  3. org.apache.spark.ml.clustering
                    1. (object)(class)BisectingKMeans
                    2. (object)(class)BisectingKMeansModel
                    3. (object)(class)DistributedLDAModel
                    4. (object)(class)GaussianMixture
                    5. (object)(class)GaussianMixtureModel
                    6. (class)GaussianMixtureSummary
                    7. (object)(class)KMeans
                    8. (object)(class)KMeansModel
                    9. (class)KMeansSummary
                    10. (object)(class)LDA
                    11. (class)LDAModel
                    12. (object)(class)LocalLDAModel
                  4. org.apache.spark.ml.evaluation
                    1. (object)(class)BinaryClassificationEvaluator
                    2. (class)Evaluator
                    3. (object)(class)MulticlassClassificationEvaluator
                    4. (object)(class)RegressionEvaluator
                  5. org.apache.spark.ml.feature
                    1. (object)(class)Binarizer
                    2. (object)(class)Bucketizer
                    3. (object)(class)ChiSqSelector
                    4. (object)(class)ChiSqSelectorModel
                    5. (object)(class)CountVectorizer
                    6. (object)(class)CountVectorizerModel
                    7. (object)(class)DCT
                    8. (object)(class)ElementwiseProduct
                    9. (object)(class)HashingTF
                    10. (object)(class)IDF
                    11. (object)(class)IDFModel
                    12. (object)(class)IndexToString
                    13. (object)(class)Interaction
                    14. (case class)LabeledPoint
                    15. (object)(class)MaxAbsScaler
                    16. (object)(class)MaxAbsScalerModel
                    17. (object)(class)MinMaxScaler
                    18. (object)(class)MinMaxScalerModel
                    19. (object)(class)NGram
                    20. (object)(class)Normalizer
                    21. (object)(class)OneHotEncoder
                    22. (object)(class)PCA
                    23. (object)(class)PCAModel
                    24. (object)(class)PolynomialExpansion
                    25. (object)(class)QuantileDiscretizer
                    26. (object)(class)RegexTokenizer
                    27. (object)(class)RFormula
                    28. (object)(class)RFormulaModel
                    29. (object)(class)SQLTransformer
                    30. (object)(class)StandardScaler
                    31. (object)(class)StandardScalerModel
                    32. (object)(class)StopWordsRemover
                    33. (object)(class)StringIndexer
                    34. (object)(class)StringIndexerModel
                    35. (object)(class)Tokenizer
                    36. (object)(class)VectorAssembler
                    37. (object)(class)VectorIndexer
                    38. (object)(class)VectorIndexerModel
                    39. (object)(class)VectorSlicer
                    40. (object)(class)Word2Vec
                    41. (object)(class)Word2VecModel
                  6. org.apache.spark.ml.linalg
                    1. (object)
                      SQLDataTypes
                  7. org.apache.spark.ml.param
                    1. (class)BooleanParam
                    2. (class)DoubleArrayParam
                    3. (class)DoubleParam
                    4. (class)FloatParam
                    5. (class)IntArrayParam
                    6. (class)IntParam
                    7. (class)JavaParams
                    8. (class)LongParam
                    9. (class)Param
                    10. (object)(class)ParamMap
                    11. (case class)ParamPair
                    12. (trait)Params
                    13. (object)
                      ParamValidators
                    14. (class)StringArrayParam
                  8. org.apache.spark.ml.recommendation
                    1. (object)(class)ALS
                    2. (object)(class)ALSModel
                  9. org.apache.spark.ml.regression
                    1. (object)(class)AFTSurvivalRegression
                    2. (object)(class)AFTSurvivalRegressionModel
                    3. (object)(class)DecisionTreeRegressionModel
                    4. (object)(class)DecisionTreeRegressor
                    5. (object)(class)GBTRegressionModel
                    6. (object)(class)GBTRegressor
                    7. (object)(class)GeneralizedLinearRegression
                    8. (object)(class)GeneralizedLinearRegressionModel
                    9. (class)GeneralizedLinearRegressionSummary
                    10. (class)GeneralizedLinearRegressionTrainingSummary
                    11. (object)(class)IsotonicRegression
                    12. (object)(class)IsotonicRegressionModel
                    13. (object)(class)LinearRegression
                    14. (object)(class)LinearRegressionModel
                    15. (class)LinearRegressionSummary
                    16. (class)LinearRegressionTrainingSummary
                    17. (object)(class)RandomForestRegressionModel
                    18. (object)(class)RandomForestRegressor
                    19. (class)RegressionModel
                  10. org.apache.spark.ml.source
                      1. org.apache.spark.ml.source.libsvm
                        1. (class)LibSVMDataSource
                    1. org.apache.spark.ml.tree
                      1. (class)CategoricalSplit
                      2. (class)ContinuousSplit
                      3. (class)InternalNode
                      4. (class)LeafNode
                      5. (class)Node
                      6. (trait)Split
                    2. org.apache.spark.ml.tuning
                      1. (object)(class)CrossValidator
                      2. (object)(class)CrossValidatorModel
                      3. (class)ParamGridBuilder
                      4. (object)(class)TrainValidationSplit
                      5. (object)(class)TrainValidationSplitModel
                    3. org.apache.spark.ml.util
                      1. (trait)DefaultParamsReadable
                      2. (trait)DefaultParamsWritable
                      3. (object)(trait)Identifiable
                      4. (trait)MLReadable
                      5. (class)MLReader
                      6. (trait)MLWritable
                      7. (class)MLWriter
                  11. org.apache.spark.mllib
                    1. (class)JavaPackage
                    1. org.apache.spark.mllib.classification
                      1. (trait)ClassificationModel
                      2. (object)(class)LogisticRegressionModel
                      3. (class)LogisticRegressionWithLBFGS
                      4. (object)(class)LogisticRegressionWithSGD
                      5. (object)(class)NaiveBayes
                      6. (object)(class)NaiveBayesModel
                      7. (class)StreamingLogisticRegressionWithSGD
                      8. (object)(class)SVMModel
                      9. (object)(class)SVMWithSGD
                    2. org.apache.spark.mllib.clustering
                      1. (class)BisectingKMeans
                      2. (object)(class)BisectingKMeansModel
                      3. (object)(class)DistributedLDAModel
                      4. (class)EMLDAOptimizer
                      5. (class)GaussianMixture
                      6. (object)(class)GaussianMixtureModel
                      7. (object)(class)KMeans
                      8. (object)(class)KMeansModel
                      9. (class)LDA
                      10. (class)LDAModel
                      11. (trait)LDAOptimizer
                      12. (object)(class)LocalLDAModel
                      13. (class)OnlineLDAOptimizer
                      14. (object)(class)PowerIterationClustering
                      15. (object)(class)PowerIterationClusteringModel
                      16. (class)StreamingKMeans
                      17. (class)StreamingKMeansModel
                    3. org.apache.spark.mllib.evaluation
                      1. (class)BinaryClassificationMetrics
                      2. (class)MulticlassMetrics
                      3. (class)MultilabelMetrics
                      4. (object)(class)RankingMetrics
                      5. (class)RegressionMetrics
                    4. org.apache.spark.mllib.feature
                      1. (class)ChiSqSelector
                      2. (object)(class)ChiSqSelectorModel
                      3. (class)ElementwiseProduct
                      4. (object)(class)HashingTF
                      5. (class)IDF
                      6. (class)IDFModel
                      7. (class)Normalizer
                      8. (class)PCA
                      9. (class)PCAModel
                      10. (class)StandardScaler
                      11. (class)StandardScalerModel
                      12. (trait)VectorTransformer
                      13. (class)Word2Vec
                      14. (object)(class)Word2VecModel
                    5. org.apache.spark.mllib.fpm
                      1. (object)(class)AssociationRules
                      2. (object)(class)FPGrowth
                      3. (object)(class)FPGrowthModel
                      4. (object)(class)PrefixSpan
                      5. (object)(class)PrefixSpanModel
                    6. org.apache.spark.mllib.linalg
                      1. (object)(class)DenseMatrix
                      2. (object)(class)DenseVector
                      3. (object)
                        Matrices
                      4. (trait)Matrix
                      5. (case class)QRDecomposition
                      6. (case class)SingularValueDecomposition
                      7. (object)(class)SparseMatrix
                      8. (object)(class)SparseVector
                      9. (trait)Vector
                      10. (object)
                        Vectors
                      11. (class)VectorUDT
                      1. org.apache.spark.mllib.linalg.distributed
                        1. (class)BlockMatrix
                        2. (class)CoordinateMatrix
                        3. (trait)DistributedMatrix
                        4. (case class)IndexedRow
                        5. (class)IndexedRowMatrix
                        6. (case class)MatrixEntry
                        7. (object)(class)RowMatrix
                    7. org.apache.spark.mllib.optimization
                      1. (class)Gradient
                      2. (object)(class)GradientDescent
                      3. (class)HingeGradient
                      4. (class)L1Updater
                      5. (object)(class)LBFGS
                      6. (class)LeastSquaresGradient
                      7. (class)LogisticGradient
                      8. (trait)Optimizer
                      9. (class)SimpleUpdater
                      10. (class)SquaredL2Updater
                      11. (class)Updater
                    8. org.apache.spark.mllib.pmml
                      1. (trait)PMMLExportable
                    9. org.apache.spark.mllib.random
                      1. (class)ExponentialGenerator
                      2. (class)GammaGenerator
                      3. (class)LogNormalGenerator
                      4. (class)PoissonGenerator
                      5. (trait)RandomDataGenerator
                      6. (object)
                        RandomRDDs
                      7. (class)StandardNormalGenerator
                      8. (class)UniformGenerator
                      9. (class)WeibullGenerator
                    10. org.apache.spark.mllib.rdd
                      1. (object)(class)MLPairRDDFunctions
                      2. (object)(class)RDDFunctions
                    11. org.apache.spark.mllib.recommendation
                      1. (object)(class)ALS
                      2. (object)(class)MatrixFactorizationModel
                      3. (case class)Rating
                    12. org.apache.spark.mllib.regression
                      1. (class)GeneralizedLinearAlgorithm
                      2. (class)GeneralizedLinearModel
                      3. (class)IsotonicRegression
                      4. (object)(class)IsotonicRegressionModel
                      5. (object)(case class)LabeledPoint
                      6. (object)(class)LassoModel
                      7. (object)(class)LassoWithSGD
                      8. (object)(class)LinearRegressionModel
                      9. (object)(class)LinearRegressionWithSGD
                      10. (trait)RegressionModel
                      11. (object)(class)RidgeRegressionModel
                      12. (object)(class)RidgeRegressionWithSGD
                      13. (class)StreamingLinearAlgorithm
                      14. (class)StreamingLinearRegressionWithSGD
                    13. org.apache.spark.mllib.stat
                      1. (class)KernelDensity
                      2. (class)MultivariateOnlineSummarizer
                      3. (trait)MultivariateStatisticalSummary
                      4. (object)
                        Statistics
                      1. org.apache.spark.mllib.stat.distribution
                        1. (class)MultivariateGaussian
                      2. org.apache.spark.mllib.stat.test
                        1. (case class)BinarySample
                        2. (class)ChiSqTestResult
                        3. (class)KolmogorovSmirnovTestResult
                        4. (class)StreamingTest
                        5. (trait)TestResult
                    14. org.apache.spark.mllib.tree
                      1. (object)(class)DecisionTree
                      2. (object)(class)GradientBoostedTrees
                      3. (object)
                        RandomForest
                      1. org.apache.spark.mllib.tree.configuration
                        1. (object)
                          Algo
                        2. (object)(case class)BoostingStrategy
                        3. (object)
                          FeatureType
                        4. (object)
                          QuantileStrategy
                        5. (object)(class)Strategy
                      2. org.apache.spark.mllib.tree.impurity
                        1. (object)
                          Entropy
                        2. (object)
                          Gini
                        3. (trait)Impurity
                        4. (object)
                          Variance
                      3. org.apache.spark.mllib.tree.loss
                        1. (object)
                          AbsoluteError
                        2. (object)
                          LogLoss
                        3. (trait)Loss
                        4. (object)
                          Losses
                        5. (object)
                          SquaredError
                      4. org.apache.spark.mllib.tree.model
                        1. (object)(class)DecisionTreeModel
                        2. (object)(class)GradientBoostedTreesModel
                        3. (class)InformationGainStats
                        4. (class)Node
                        5. (class)Predict
                        6. (object)(class)RandomForestModel
                        7. (case class)Split
                    15. org.apache.spark.mllib.util
                      1. (object)
                        DataValidators
                      2. (object)
                        KMeansDataGenerator
                      3. (object)
                        LinearDataGenerator
                      4. (trait)Loader
                      5. (object)
                        LogisticRegressionDataGenerator
                      6. (object)
                        MFDataGenerator
                      7. (object)
                        MLUtils
                      8. (trait)Saveable
                      9. (object)
                        SVMDataGenerator