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. (class)DecisionTreeClassificationModel
                    6. (object)(class)DecisionTreeClassifier
                    7. (class)GBTClassificationModel
                    8. (object)(class)GBTClassifier
                    9. (object)(class)LogisticRegression
                    10. (object)(class)LogisticRegressionModel
                    11. (trait)LogisticRegressionSummary
                    12. (trait)LogisticRegressionTrainingSummary
                    13. (class)MultilayerPerceptronClassificationModel
                    14. (class)MultilayerPerceptronClassifier
                    15. (object)(class)NaiveBayes
                    16. (object)(class)NaiveBayesModel
                    17. (class)OneVsRest
                    18. (class)OneVsRestModel
                    19. (class)ProbabilisticClassificationModel
                    20. (class)ProbabilisticClassifier
                    21. (class)RandomForestClassificationModel
                    22. (object)(class)RandomForestClassifier
                  3. org.apache.spark.ml.clustering
                    1. (object)(class)DistributedLDAModel
                    2. (object)(class)KMeans
                    3. (object)(class)KMeansModel
                    4. (class)LDA
                    5. (class)LDAModel
                    6. (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. (class)ElementwiseProduct
                    9. (object)(class)HashingTF
                    10. (object)(class)IDF
                    11. (object)(class)IDFModel
                    12. (object)(class)IndexToString
                    13. (object)(class)Interaction
                    14. (object)(class)MinMaxScaler
                    15. (object)(class)MinMaxScalerModel
                    16. (object)(class)NGram
                    17. (object)(class)Normalizer
                    18. (object)(class)OneHotEncoder
                    19. (object)(class)PCA
                    20. (object)(class)PCAModel
                    21. (object)(class)PolynomialExpansion
                    22. (object)(class)QuantileDiscretizer
                    23. (object)(class)RegexTokenizer
                    24. (class)RFormula
                    25. (class)RFormulaModel
                    26. (object)(class)SQLTransformer
                    27. (object)(class)StandardScaler
                    28. (object)(class)StandardScalerModel
                    29. (object)(class)StopWordsRemover
                    30. (object)(class)StringIndexer
                    31. (object)(class)StringIndexerModel
                    32. (object)(class)Tokenizer
                    33. (object)(class)VectorAssembler
                    34. (object)(class)VectorIndexer
                    35. (object)(class)VectorIndexerModel
                    36. (object)(class)VectorSlicer
                    37. (object)(class)Word2Vec
                    38. (object)(class)Word2VecModel
                  6. 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
                  7. org.apache.spark.ml.recommendation
                    1. (object)(class)ALS
                    2. (object)(class)ALSModel
                  8. org.apache.spark.ml.regression
                    1. (object)(class)AFTSurvivalRegression
                    2. (object)(class)AFTSurvivalRegressionModel
                    3. (class)DecisionTreeRegressionModel
                    4. (object)(class)DecisionTreeRegressor
                    5. (class)GBTRegressionModel
                    6. (object)(class)GBTRegressor
                    7. (object)(class)IsotonicRegression
                    8. (object)(class)IsotonicRegressionModel
                    9. (object)(class)LinearRegression
                    10. (object)(class)LinearRegressionModel
                    11. (class)LinearRegressionSummary
                    12. (class)LinearRegressionTrainingSummary
                    13. (class)RandomForestRegressionModel
                    14. (object)(class)RandomForestRegressor
                    15. (class)RegressionModel
                  9. org.apache.spark.ml.source
                      1. org.apache.spark.ml.source.libsvm
                        1. (class)DefaultSource
                    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. (class)TrainValidationSplit
                      5. (class)TrainValidationSplitModel
                    3. org.apache.spark.ml.util
                      1. (object)(trait)Identifiable
                      2. (trait)MLReadable
                      3. (class)MLReader
                      4. (trait)MLWritable
                      5. (class)MLWriter
                  10. org.apache.spark.mllib
                      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. (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. (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. (class)FPGrowthModel
                        4. (object)(class)PrefixSpan
                        5. (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