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. (class)Pipeline
                  4. (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. (class)LogisticRegression
                    10. (class)LogisticRegressionModel
                    11. (trait)LogisticRegressionSummary
                    12. (trait)LogisticRegressionTrainingSummary
                    13. (class)MultilayerPerceptronClassificationModel
                    14. (class)MultilayerPerceptronClassifier
                    15. (class)NaiveBayes
                    16. (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. (class)KMeans
                    2. (class)KMeansModel
                  4. org.apache.spark.ml.evaluation
                    1. (class)BinaryClassificationEvaluator
                    2. (class)Evaluator
                    3. (class)MulticlassClassificationEvaluator
                    4. (class)RegressionEvaluator
                  5. org.apache.spark.ml.feature
                    1. (class)Binarizer
                    2. (class)Bucketizer
                    3. (class)CountVectorizer
                    4. (class)CountVectorizerModel
                    5. (class)DCT
                    6. (class)ElementwiseProduct
                    7. (class)HashingTF
                    8. (class)IDF
                    9. (class)IDFModel
                    10. (class)IndexToString
                    11. (class)MinMaxScaler
                    12. (class)MinMaxScalerModel
                    13. (class)NGram
                    14. (class)Normalizer
                    15. (class)OneHotEncoder
                    16. (class)PCA
                    17. (class)PCAModel
                    18. (class)PolynomialExpansion
                    19. (class)RegexTokenizer
                    20. (class)RFormula
                    21. (class)RFormulaModel
                    22. (class)StandardScaler
                    23. (class)StandardScalerModel
                    24. (class)StopWordsRemover
                    25. (class)StringIndexer
                    26. (class)StringIndexerModel
                    27. (class)Tokenizer
                    28. (class)VectorAssembler
                    29. (class)VectorIndexer
                    30. (class)VectorIndexerModel
                    31. (class)VectorSlicer
                    32. (class)Word2Vec
                    33. (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. (class)ALSModel
                  8. org.apache.spark.ml.regression
                    1. (class)DecisionTreeRegressionModel
                    2. (object)(class)DecisionTreeRegressor
                    3. (class)GBTRegressionModel
                    4. (object)(class)GBTRegressor
                    5. (class)IsotonicRegression
                    6. (class)IsotonicRegressionModel
                    7. (class)LinearRegression
                    8. (class)LinearRegressionModel
                    9. (class)LinearRegressionSummary
                    10. (class)LinearRegressionTrainingSummary
                    11. (class)RandomForestRegressionModel
                    12. (object)(class)RandomForestRegressor
                    13. (class)RegressionModel
                  9. org.apache.spark.ml.tree
                    1. (class)CategoricalSplit
                    2. (class)ContinuousSplit
                    3. (class)InternalNode
                    4. (class)LeafNode
                    5. (class)Node
                    6. (trait)Split
                  10. org.apache.spark.ml.tuning
                    1. (class)CrossValidator
                    2. (class)CrossValidatorModel
                    3. (class)ParamGridBuilder
                    4. (class)TrainValidationSplit
                    5. (class)TrainValidationSplitModel
                  11. org.apache.spark.ml.util
                    1. (object)(trait)Identifiable
                2. 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. (object)(class)DistributedLDAModel
                      2. (class)EMLDAOptimizer
                      3. (class)GaussianMixture
                      4. (object)(class)GaussianMixtureModel
                      5. (object)(class)KMeans
                      6. (object)(class)KMeansModel
                      7. (class)LDA
                      8. (class)LDAModel
                      9. (trait)LDAOptimizer
                      10. (object)(class)LocalLDAModel
                      11. (class)OnlineLDAOptimizer
                      12. (object)(class)PowerIterationClustering
                      13. (object)(class)PowerIterationClusteringModel
                      14. (class)StreamingKMeans
                      15. (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. (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
                    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. (class)ChiSqTestResult
                        2. (class)KolmogorovSmirnovTestResult
                        3. (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