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)LinearSVC
                    10. (object)(class)LinearSVCModel
                    11. (object)(class)LogisticRegression
                    12. (object)(class)LogisticRegressionModel
                    13. (trait)LogisticRegressionSummary
                    14. (trait)LogisticRegressionTrainingSummary
                    15. (object)(class)MultilayerPerceptronClassificationModel
                    16. (object)(class)MultilayerPerceptronClassifier
                    17. (object)(class)NaiveBayes
                    18. (object)(class)NaiveBayesModel
                    19. (object)(class)OneVsRest
                    20. (object)(class)OneVsRestModel
                    21. (class)ProbabilisticClassificationModel
                    22. (class)ProbabilisticClassifier
                    23. (object)(class)RandomForestClassificationModel
                    24. (object)(class)RandomForestClassifier
                  3. org.apache.spark.ml.clustering
                    1. (object)(class)BisectingKMeans
                    2. (object)(class)BisectingKMeansModel
                    3. (class)BisectingKMeansSummary
                    4. (class)ClusteringSummary
                    5. (object)(class)DistributedLDAModel
                    6. (object)(class)GaussianMixture
                    7. (object)(class)GaussianMixtureModel
                    8. (class)GaussianMixtureSummary
                    9. (object)(class)KMeans
                    10. (object)(class)KMeansModel
                    11. (class)KMeansSummary
                    12. (object)(class)LDA
                    13. (class)LDAModel
                    14. (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)BucketedRandomProjectionLSH
                    3. (object)(class)BucketedRandomProjectionLSHModel
                    4. (object)(class)Bucketizer
                    5. (object)(class)ChiSqSelector
                    6. (object)(class)ChiSqSelectorModel
                    7. (object)(class)CountVectorizer
                    8. (object)(class)CountVectorizerModel
                    9. (object)(class)DCT
                    10. (object)(class)ElementwiseProduct
                    11. (object)(class)HashingTF
                    12. (object)(class)IDF
                    13. (object)(class)IDFModel
                    14. (object)(class)Imputer
                    15. (object)(class)ImputerModel
                    16. (object)(class)IndexToString
                    17. (object)(class)Interaction
                    18. (case class)LabeledPoint
                    19. (object)(class)MaxAbsScaler
                    20. (object)(class)MaxAbsScalerModel
                    21. (object)(class)MinHashLSH
                    22. (object)(class)MinHashLSHModel
                    23. (object)(class)MinMaxScaler
                    24. (object)(class)MinMaxScalerModel
                    25. (object)(class)NGram
                    26. (object)(class)Normalizer
                    27. (object)(class)OneHotEncoder
                    28. (object)(class)PCA
                    29. (object)(class)PCAModel
                    30. (object)(class)PolynomialExpansion
                    31. (object)(class)QuantileDiscretizer
                    32. (object)(class)RegexTokenizer
                    33. (object)(class)RFormula
                    34. (object)(class)RFormulaModel
                    35. (object)(class)SQLTransformer
                    36. (object)(class)StandardScaler
                    37. (object)(class)StandardScalerModel
                    38. (object)(class)StopWordsRemover
                    39. (object)(class)StringIndexer
                    40. (object)(class)StringIndexerModel
                    41. (object)(class)Tokenizer
                    42. (object)(class)VectorAssembler
                    43. (object)(class)VectorIndexer
                    44. (object)(class)VectorIndexerModel
                    45. (object)(class)VectorSlicer
                    46. (object)(class)Word2Vec
                    47. (object)(class)Word2VecModel
                  6. org.apache.spark.ml.fpm
                    1. (object)(class)FPGrowth
                    2. (object)(class)FPGrowthModel
                  7. org.apache.spark.ml.linalg
                    1. (object)
                      SQLDataTypes
                  8. 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
                  9. org.apache.spark.ml.recommendation
                    1. (object)(class)ALS
                    2. (object)(class)ALSModel
                  10. 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
                  11. org.apache.spark.ml.source
                      1. org.apache.spark.ml.source.libsvm
                        1. (class)LibSVMDataSource
                    1. org.apache.spark.ml.stat
                      1. (object)
                        ChiSquareTest
                      2. (object)
                        Correlation
                    2. org.apache.spark.ml.tree
                      1. (class)CategoricalSplit
                      2. (class)ContinuousSplit
                      3. (class)InternalNode
                      4. (class)LeafNode
                      5. (class)Node
                      6. (trait)Split
                    3. org.apache.spark.ml.tuning
                      1. (object)(class)CrossValidator
                      2. (object)(class)CrossValidatorModel
                      3. (class)ParamGridBuilder
                      4. (object)(class)TrainValidationSplit
                      5. (object)(class)TrainValidationSplitModel
                    4. 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
                  12. 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