Path	Lines of Code
mllib/src/main/scala/org/apache/spark/ml/Estimator.scala	29
mllib/src/main/scala/org/apache/spark/ml/Model.scala	13
mllib/src/main/scala/org/apache/spark/ml/Pipeline.scala	245
mllib/src/main/scala/org/apache/spark/ml/Predictor.scala	96
mllib/src/main/scala/org/apache/spark/ml/Transformer.scala	56
mllib/src/main/scala/org/apache/spark/ml/ann/BreezeUtil.scala	21
mllib/src/main/scala/org/apache/spark/ml/ann/Layer.scala	425
mllib/src/main/scala/org/apache/spark/ml/ann/LossFunction.scala	75
mllib/src/main/scala/org/apache/spark/ml/attribute/AttributeGroup.scala	155
mllib/src/main/scala/org/apache/spark/ml/attribute/AttributeKeys.scala	16
mllib/src/main/scala/org/apache/spark/ml/attribute/AttributeType.scala	33
mllib/src/main/scala/org/apache/spark/ml/attribute/attributes.scala	355
mllib/src/main/scala/org/apache/spark/ml/attribute/package-info.java	1
mllib/src/main/scala/org/apache/spark/ml/attribute/package.scala	2
mllib/src/main/scala/org/apache/spark/ml/classification/ClassificationSummary.scala	110
mllib/src/main/scala/org/apache/spark/ml/classification/Classifier.scala	103
mllib/src/main/scala/org/apache/spark/ml/classification/DecisionTreeClassifier.scala	209
mllib/src/main/scala/org/apache/spark/ml/classification/FMClassifier.scala	225
mllib/src/main/scala/org/apache/spark/ml/classification/GBTClassifier.scala	270
mllib/src/main/scala/org/apache/spark/ml/classification/LinearSVC.scala	312
mllib/src/main/scala/org/apache/spark/ml/classification/LogisticRegression.scala	929
mllib/src/main/scala/org/apache/spark/ml/classification/MultilayerPerceptronClassifier.scala	255
mllib/src/main/scala/org/apache/spark/ml/classification/NaiveBayes.scala	436
mllib/src/main/scala/org/apache/spark/ml/classification/OneVsRest.scala	344
mllib/src/main/scala/org/apache/spark/ml/classification/ProbabilisticClassifier.scala	165
mllib/src/main/scala/org/apache/spark/ml/classification/RandomForestClassifier.scala	346
mllib/src/main/scala/org/apache/spark/ml/clustering/BisectingKMeans.scala	201
mllib/src/main/scala/org/apache/spark/ml/clustering/ClusteringSummary.scala	19
mllib/src/main/scala/org/apache/spark/ml/clustering/GaussianMixture.scala	455
mllib/src/main/scala/org/apache/spark/ml/clustering/KMeans.scala	518
mllib/src/main/scala/org/apache/spark/ml/clustering/LDA.scala	533
mllib/src/main/scala/org/apache/spark/ml/clustering/PowerIterationClustering.scala	110
mllib/src/main/scala/org/apache/spark/ml/evaluation/BinaryClassificationEvaluator.scala	90
mllib/src/main/scala/org/apache/spark/ml/evaluation/ClusteringEvaluator.scala	85
mllib/src/main/scala/org/apache/spark/ml/evaluation/ClusteringMetrics.scala	250
mllib/src/main/scala/org/apache/spark/ml/evaluation/Evaluator.scala	17
mllib/src/main/scala/org/apache/spark/ml/evaluation/MulticlassClassificationEvaluator.scala	131
mllib/src/main/scala/org/apache/spark/ml/evaluation/MultilabelClassificationEvaluator.scala	98
mllib/src/main/scala/org/apache/spark/ml/evaluation/RankingEvaluator.scala	82
mllib/src/main/scala/org/apache/spark/ml/evaluation/RegressionEvaluator.scala	82
mllib/src/main/scala/org/apache/spark/ml/events.scala	107
mllib/src/main/scala/org/apache/spark/ml/feature/Binarizer.scala	171
mllib/src/main/scala/org/apache/spark/ml/feature/BucketedRandomProjectionLSH.scala	150
mllib/src/main/scala/org/apache/spark/ml/feature/Bucketizer.scala	189
mllib/src/main/scala/org/apache/spark/ml/feature/ChiSqSelector.scala	108
mllib/src/main/scala/org/apache/spark/ml/feature/CountVectorizer.scala	248
mllib/src/main/scala/org/apache/spark/ml/feature/DCT.scala	56
mllib/src/main/scala/org/apache/spark/ml/feature/ElementwiseProduct.scala	64
mllib/src/main/scala/org/apache/spark/ml/feature/FeatureHasher.scala	146
mllib/src/main/scala/org/apache/spark/ml/feature/HashingTF.scala	109
mllib/src/main/scala/org/apache/spark/ml/feature/IDF.scala	157
mllib/src/main/scala/org/apache/spark/ml/feature/Imputer.scala	214
mllib/src/main/scala/org/apache/spark/ml/feature/Instance.scala	132
mllib/src/main/scala/org/apache/spark/ml/feature/Interaction.scala	209
mllib/src/main/scala/org/apache/spark/ml/feature/LSH.scala	166
mllib/src/main/scala/org/apache/spark/ml/feature/LabeledPoint.scala	17
mllib/src/main/scala/org/apache/spark/ml/feature/MaxAbsScaler.scala	122
mllib/src/main/scala/org/apache/spark/ml/feature/MinHashLSH.scala	161
mllib/src/main/scala/org/apache/spark/ml/feature/MinMaxScaler.scala	161
mllib/src/main/scala/org/apache/spark/ml/feature/NGram.scala	39
mllib/src/main/scala/org/apache/spark/ml/feature/Normalizer.scala	55
mllib/src/main/scala/org/apache/spark/ml/feature/OneHotEncoder.scala	378
mllib/src/main/scala/org/apache/spark/ml/feature/PCA.scala	133
mllib/src/main/scala/org/apache/spark/ml/feature/PolynomialExpansion.scala	131
mllib/src/main/scala/org/apache/spark/ml/feature/QuantileDiscretizer.scala	155
mllib/src/main/scala/org/apache/spark/ml/feature/RFormula.scala	384
mllib/src/main/scala/org/apache/spark/ml/feature/RFormulaParser.scala	197
mllib/src/main/scala/org/apache/spark/ml/feature/RobustScaler.scala	180
mllib/src/main/scala/org/apache/spark/ml/feature/SQLTransformer.scala	54
mllib/src/main/scala/org/apache/spark/ml/feature/Selector.scala	230
mllib/src/main/scala/org/apache/spark/ml/feature/StandardScaler.scala	217
mllib/src/main/scala/org/apache/spark/ml/feature/StopWordsRemover.scala	141
mllib/src/main/scala/org/apache/spark/ml/feature/StringIndexer.scala	405
mllib/src/main/scala/org/apache/spark/ml/feature/TargetEncoder.scala	301
mllib/src/main/scala/org/apache/spark/ml/feature/Tokenizer.scala	88
mllib/src/main/scala/org/apache/spark/ml/feature/UnivariateFeatureSelector.scala	308
mllib/src/main/scala/org/apache/spark/ml/feature/VarianceThresholdSelector.scala	134
mllib/src/main/scala/org/apache/spark/ml/feature/VectorAssembler.scala	228
mllib/src/main/scala/org/apache/spark/ml/feature/VectorIndexer.scala	370
mllib/src/main/scala/org/apache/spark/ml/feature/VectorSizeHint.scala	122
mllib/src/main/scala/org/apache/spark/ml/feature/VectorSlicer.scala	120
mllib/src/main/scala/org/apache/spark/ml/feature/Word2Vec.scala	250
mllib/src/main/scala/org/apache/spark/ml/feature/package-info.java	1
mllib/src/main/scala/org/apache/spark/ml/feature/package.scala	2
mllib/src/main/scala/org/apache/spark/ml/fpm/FPGrowth.scala	263
mllib/src/main/scala/org/apache/spark/ml/fpm/PrefixSpan.scala	79
mllib/src/main/scala/org/apache/spark/ml/functions.scala	46
mllib/src/main/scala/org/apache/spark/ml/image/HadoopUtils.scala	65
mllib/src/main/scala/org/apache/spark/ml/image/ImageSchema.scala	85
mllib/src/main/scala/org/apache/spark/ml/linalg/JsonMatrixConverter.scala	54
mllib/src/main/scala/org/apache/spark/ml/linalg/JsonVectorConverter.scala	38
mllib/src/main/scala/org/apache/spark/ml/linalg/MatrixUDT.scala	73
mllib/src/main/scala/org/apache/spark/ml/linalg/SQLDataTypes.scala	8
mllib/src/main/scala/org/apache/spark/ml/linalg/VectorUDT.scala	65
mllib/src/main/scala/org/apache/spark/ml/optim/IterativelyReweightedLeastSquares.scala	60
mllib/src/main/scala/org/apache/spark/ml/optim/NormalEquationSolver.scala	98
mllib/src/main/scala/org/apache/spark/ml/optim/WeightedLeastSquares.scala	362
mllib/src/main/scala/org/apache/spark/ml/optim/aggregator/AFTBlockAggregator.scala	69
mllib/src/main/scala/org/apache/spark/ml/optim/aggregator/BinaryLogisticBlockAggregator.scala	86
mllib/src/main/scala/org/apache/spark/ml/optim/aggregator/DifferentiableLossAggregator.scala	35
mllib/src/main/scala/org/apache/spark/ml/optim/aggregator/HingeBlockAggregator.scala	79
mllib/src/main/scala/org/apache/spark/ml/optim/aggregator/HuberBlockAggregator.scala	92
mllib/src/main/scala/org/apache/spark/ml/optim/aggregator/LeastSquaresBlockAggregator.scala	68
mllib/src/main/scala/org/apache/spark/ml/optim/aggregator/MultinomialLogisticBlockAggregator.scala	137
mllib/src/main/scala/org/apache/spark/ml/optim/loss/DifferentiableRegularization.scala	38
mllib/src/main/scala/org/apache/spark/ml/optim/loss/RDDLossFunction.scala	32
mllib/src/main/scala/org/apache/spark/ml/package-info.java	1
mllib/src/main/scala/org/apache/spark/ml/package.scala	2
mllib/src/main/scala/org/apache/spark/ml/param/params.scala	603
mllib/src/main/scala/org/apache/spark/ml/param/shared/HasParallelism.scala	19
mllib/src/main/scala/org/apache/spark/ml/param/shared/SharedParamsCodeGen.scala	220
mllib/src/main/scala/org/apache/spark/ml/param/shared/sharedParams.scala	149
mllib/src/main/scala/org/apache/spark/ml/python/MLSerDe.scala	168
mllib/src/main/scala/org/apache/spark/ml/python/MLUtil.scala	17
mllib/src/main/scala/org/apache/spark/ml/r/AFTSurvivalRegressionWrapper.scala	105
mllib/src/main/scala/org/apache/spark/ml/r/ALSWrapper.scala	81
mllib/src/main/scala/org/apache/spark/ml/r/BisectingKMeansWrapper.scala	98
mllib/src/main/scala/org/apache/spark/ml/r/DecisionTreeClassifierWrapper.scala	109
mllib/src/main/scala/org/apache/spark/ml/r/DecisionTreeRegressorWrapper.scala	96
mllib/src/main/scala/org/apache/spark/ml/r/FMClassifierWrapper.scala	125
mllib/src/main/scala/org/apache/spark/ml/r/FMRegressorWrapper.scala	109
mllib/src/main/scala/org/apache/spark/ml/r/FPGrowthWrapper.scala	52
mllib/src/main/scala/org/apache/spark/ml/r/GBTClassifierWrapper.scala	118
mllib/src/main/scala/org/apache/spark/ml/r/GBTRegressorWrapper.scala	104
mllib/src/main/scala/org/apache/spark/ml/r/GaussianMixtureWrapper.scala	90
mllib/src/main/scala/org/apache/spark/ml/r/GeneralizedLinearRegressionWrapper.scala	156
mllib/src/main/scala/org/apache/spark/ml/r/IsotonicRegressionWrapper.scala	79
mllib/src/main/scala/org/apache/spark/ml/r/KMeansWrapper.scala	100
mllib/src/main/scala/org/apache/spark/ml/r/KSTestWrapper.scala	28
mllib/src/main/scala/org/apache/spark/ml/r/LDAWrapper.scala	167
mllib/src/main/scala/org/apache/spark/ml/r/LinearRegressionWrapper.scala	107
mllib/src/main/scala/org/apache/spark/ml/r/LinearSVCWrapper.scala	113
mllib/src/main/scala/org/apache/spark/ml/r/LogisticRegressionWrapper.scala	164
mllib/src/main/scala/org/apache/spark/ml/r/MultilayerPerceptronClassifierWrapper.scala	101
mllib/src/main/scala/org/apache/spark/ml/r/NaiveBayesWrapper.scala	87
mllib/src/main/scala/org/apache/spark/ml/r/PowerIterationClusteringWrapper.scala	20
mllib/src/main/scala/org/apache/spark/ml/r/PrefixSpanWrapper.scala	15
mllib/src/main/scala/org/apache/spark/ml/r/RWrapperUtils.scala	35
mllib/src/main/scala/org/apache/spark/ml/r/RWrappers.scala	63
mllib/src/main/scala/org/apache/spark/ml/r/RandomForestClassifierWrapper.scala	119
mllib/src/main/scala/org/apache/spark/ml/r/RandomForestRegressorWrapper.scala	106
mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala	1062
mllib/src/main/scala/org/apache/spark/ml/regression/AFTSurvivalRegression.scala	345
mllib/src/main/scala/org/apache/spark/ml/regression/DecisionTreeRegressor.scala	209
mllib/src/main/scala/org/apache/spark/ml/regression/FMRegressor.scala	478
mllib/src/main/scala/org/apache/spark/ml/regression/GBTRegressor.scala	237
mllib/src/main/scala/org/apache/spark/ml/regression/GeneralizedLinearRegression.scala	967
mllib/src/main/scala/org/apache/spark/ml/regression/IsotonicRegression.scala	199
mllib/src/main/scala/org/apache/spark/ml/regression/LinearRegression.scala	594
mllib/src/main/scala/org/apache/spark/ml/regression/RandomForestRegressor.scala	219
mllib/src/main/scala/org/apache/spark/ml/regression/Regressor.scala	11
mllib/src/main/scala/org/apache/spark/ml/source/image/ImageDataSource.scala	2
mllib/src/main/scala/org/apache/spark/ml/source/image/ImageFileFormat.scala	71
mllib/src/main/scala/org/apache/spark/ml/source/image/ImageOptions.scala	7
mllib/src/main/scala/org/apache/spark/ml/source/libsvm/LibSVMDataSource.scala	2
mllib/src/main/scala/org/apache/spark/ml/source/libsvm/LibSVMOptions.scala	20
mllib/src/main/scala/org/apache/spark/ml/source/libsvm/LibSVMRelation.scala	140
mllib/src/main/scala/org/apache/spark/ml/stat/ANOVATest.scala	143
mllib/src/main/scala/org/apache/spark/ml/stat/ChiSquareTest.scala	44
mllib/src/main/scala/org/apache/spark/ml/stat/Correlation.scala	25
mllib/src/main/scala/org/apache/spark/ml/stat/FValueTest.scala	87
mllib/src/main/scala/org/apache/spark/ml/stat/KolmogorovSmirnovTest.scala	47
mllib/src/main/scala/org/apache/spark/ml/stat/MultiClassSummarizer.scala	44
mllib/src/main/scala/org/apache/spark/ml/stat/Summarizer.scala	544
mllib/src/main/scala/org/apache/spark/ml/tree/Node.scala	239
mllib/src/main/scala/org/apache/spark/ml/tree/Split.scala	110
mllib/src/main/scala/org/apache/spark/ml/tree/impl/BaggedPoint.scala	81
mllib/src/main/scala/org/apache/spark/ml/tree/impl/DTStatsAggregator.scala	78
mllib/src/main/scala/org/apache/spark/ml/tree/impl/DecisionTreeMetadata.scala	149
mllib/src/main/scala/org/apache/spark/ml/tree/impl/GradientBoostedTrees.scala	351
mllib/src/main/scala/org/apache/spark/ml/tree/impl/RandomForest.scala	827
mllib/src/main/scala/org/apache/spark/ml/tree/impl/TimeTracker.scala	34
mllib/src/main/scala/org/apache/spark/ml/tree/impl/TreePoint.scala	69
mllib/src/main/scala/org/apache/spark/ml/tree/treeModels.scala	331
mllib/src/main/scala/org/apache/spark/ml/tree/treeParams.scala	297
mllib/src/main/scala/org/apache/spark/ml/tuning/CrossValidator.scala	304
mllib/src/main/scala/org/apache/spark/ml/tuning/ParamGridBuilder.scala	58
mllib/src/main/scala/org/apache/spark/ml/tuning/TrainValidationSplit.scala	278
mllib/src/main/scala/org/apache/spark/ml/tuning/ValidatorParams.scala	133
mllib/src/main/scala/org/apache/spark/ml/util/ConnectHelper.scala	91
mllib/src/main/scala/org/apache/spark/ml/util/DatasetUtils.scala	147
mllib/src/main/scala/org/apache/spark/ml/util/HasTrainingSummary.scala	21
mllib/src/main/scala/org/apache/spark/ml/util/Identifiable.scala	11
mllib/src/main/scala/org/apache/spark/ml/util/Instrumentation.scala	172
mllib/src/main/scala/org/apache/spark/ml/util/MetadataUtils.scala	60
mllib/src/main/scala/org/apache/spark/ml/util/ReadWrite.scala	524
mllib/src/main/scala/org/apache/spark/ml/util/SchemaUtils.scala	136
mllib/src/main/scala/org/apache/spark/ml/util/Summary.scala	4
mllib/src/main/scala/org/apache/spark/ml/util/stopwatches.scala	62
mllib/src/main/scala/org/apache/spark/mllib/JavaPackage.java	6
mllib/src/main/scala/org/apache/spark/mllib/api/python/FPGrowthModelWrapper.scala	9
mllib/src/main/scala/org/apache/spark/mllib/api/python/GaussianMixtureModelWrapper.scala	20
mllib/src/main/scala/org/apache/spark/mllib/api/python/LDAModelWrapper.scala	20
mllib/src/main/scala/org/apache/spark/mllib/api/python/MatrixFactorizationModelWrapper.scala	26
mllib/src/main/scala/org/apache/spark/mllib/api/python/PowerIterationClusteringModelWrapper.scala	9
mllib/src/main/scala/org/apache/spark/mllib/api/python/PrefixSpanModelWrapper.scala	9
mllib/src/main/scala/org/apache/spark/mllib/api/python/PythonMLLibAPI.scala	1122
mllib/src/main/scala/org/apache/spark/mllib/api/python/Word2VecModelWrapper.scala	32
mllib/src/main/scala/org/apache/spark/mllib/api/python/package.scala	2
mllib/src/main/scala/org/apache/spark/mllib/classification/ClassificationModel.scala	22
mllib/src/main/scala/org/apache/spark/mllib/classification/LogisticRegression.scala	211
mllib/src/main/scala/org/apache/spark/mllib/classification/NaiveBayes.scala	272
mllib/src/main/scala/org/apache/spark/mllib/classification/SVM.scala	132
mllib/src/main/scala/org/apache/spark/mllib/classification/StreamingLogisticRegressionWithSGD.scala	43
mllib/src/main/scala/org/apache/spark/mllib/classification/impl/GLMClassificationModel.scala	49
mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeans.scala	348
mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeansModel.scala	197
mllib/src/main/scala/org/apache/spark/mllib/clustering/DistanceMeasure.scala	313
mllib/src/main/scala/org/apache/spark/mllib/clustering/GaussianMixture.scala	196
mllib/src/main/scala/org/apache/spark/mllib/clustering/GaussianMixtureModel.scala	123
mllib/src/main/scala/org/apache/spark/mllib/clustering/KMeans.scala	326
mllib/src/main/scala/org/apache/spark/mllib/clustering/KMeansModel.scala	163
mllib/src/main/scala/org/apache/spark/mllib/clustering/LDA.scala	169
mllib/src/main/scala/org/apache/spark/mllib/clustering/LDAModel.scala	540
mllib/src/main/scala/org/apache/spark/mllib/clustering/LDAOptimizer.scala	370
mllib/src/main/scala/org/apache/spark/mllib/clustering/LDAUtils.scala	19
mllib/src/main/scala/org/apache/spark/mllib/clustering/LocalKMeans.scala	92
mllib/src/main/scala/org/apache/spark/mllib/clustering/PowerIterationClustering.scala	265
mllib/src/main/scala/org/apache/spark/mllib/clustering/StreamingKMeans.scala	183
mllib/src/main/scala/org/apache/spark/mllib/evaluation/AreaUnderCurve.scala	43
mllib/src/main/scala/org/apache/spark/mllib/evaluation/BinaryClassificationMetrics.scala	161
mllib/src/main/scala/org/apache/spark/mllib/evaluation/MulticlassMetrics.scala	168
mllib/src/main/scala/org/apache/spark/mllib/evaluation/MultilabelMetrics.scala	137
mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala	157
mllib/src/main/scala/org/apache/spark/mllib/evaluation/RegressionMetrics.scala	65
mllib/src/main/scala/org/apache/spark/mllib/evaluation/binary/BinaryClassificationMetricComputers.scala	44
mllib/src/main/scala/org/apache/spark/mllib/evaluation/binary/BinaryConfusionMatrix.scala	21
mllib/src/main/scala/org/apache/spark/mllib/evaluation/binary/BinaryLabelCounter.scala	22
mllib/src/main/scala/org/apache/spark/mllib/feature/ChiSqSelector.scala	203
mllib/src/main/scala/org/apache/spark/mllib/feature/ElementwiseProduct.scala	45
mllib/src/main/scala/org/apache/spark/mllib/feature/HashingTF.scala	91
mllib/src/main/scala/org/apache/spark/mllib/feature/IDF.scala	150
mllib/src/main/scala/org/apache/spark/mllib/feature/Normalizer.scala	38
mllib/src/main/scala/org/apache/spark/mllib/feature/PCA.scala	69
mllib/src/main/scala/org/apache/spark/mllib/feature/StandardScaler.scala	98
mllib/src/main/scala/org/apache/spark/mllib/feature/VectorTransformer.scala	18
mllib/src/main/scala/org/apache/spark/mllib/feature/Word2Vec.scala	521
mllib/src/main/scala/org/apache/spark/mllib/fpm/AssociationRules.scala	87
mllib/src/main/scala/org/apache/spark/mllib/fpm/FPGrowth.scala	199
mllib/src/main/scala/org/apache/spark/mllib/fpm/FPTree.scala	90
mllib/src/main/scala/org/apache/spark/mllib/fpm/LocalPrefixSpan.scala	53
mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala	422
mllib/src/main/scala/org/apache/spark/mllib/linalg/ARPACK.scala	19
mllib/src/main/scala/org/apache/spark/mllib/linalg/BLAS.scala	568
mllib/src/main/scala/org/apache/spark/mllib/linalg/CholeskyDecomposition.scala	29
mllib/src/main/scala/org/apache/spark/mllib/linalg/EigenValueDecomposition.scala	78
mllib/src/main/scala/org/apache/spark/mllib/linalg/LAPACK.scala	19
mllib/src/main/scala/org/apache/spark/mllib/linalg/Matrices.scala	773
mllib/src/main/scala/org/apache/spark/mllib/linalg/SingularValueDecomposition.scala	6
mllib/src/main/scala/org/apache/spark/mllib/linalg/Vectors.scala	694
mllib/src/main/scala/org/apache/spark/mllib/linalg/distributed/BlockMatrix.scala	346
mllib/src/main/scala/org/apache/spark/mllib/linalg/distributed/CoordinateMatrix.scala	100
mllib/src/main/scala/org/apache/spark/mllib/linalg/distributed/DistributedMatrix.scala	11
mllib/src/main/scala/org/apache/spark/mllib/linalg/distributed/IndexedRowMatrix.scala	160
mllib/src/main/scala/org/apache/spark/mllib/linalg/distributed/RowMatrix.scala	560
mllib/src/main/scala/org/apache/spark/mllib/optimization/Gradient.scala	139
mllib/src/main/scala/org/apache/spark/mllib/optimization/GradientDescent.scala	184
mllib/src/main/scala/org/apache/spark/mllib/optimization/LBFGS.scala	143
mllib/src/main/scala/org/apache/spark/mllib/optimization/NNLS.scala	107
mllib/src/main/scala/org/apache/spark/mllib/optimization/Optimizer.scala	6
mllib/src/main/scala/org/apache/spark/mllib/optimization/Updater.scala	61
mllib/src/main/scala/org/apache/spark/mllib/package-info.java	1
mllib/src/main/scala/org/apache/spark/mllib/package.scala	2
mllib/src/main/scala/org/apache/spark/mllib/pmml/PMMLExportable.scala	34
mllib/src/main/scala/org/apache/spark/mllib/pmml/export/BinaryClassificationPMMLModelExport.scala	57
mllib/src/main/scala/org/apache/spark/mllib/pmml/export/GeneralizedLinearPMMLModelExport.scala	42
mllib/src/main/scala/org/apache/spark/mllib/pmml/export/KMeansPMMLModelExport.scala	49
mllib/src/main/scala/org/apache/spark/mllib/pmml/export/PMMLModelExport.scala	23
mllib/src/main/scala/org/apache/spark/mllib/pmml/export/PMMLModelExportFactory.scala	38
mllib/src/main/scala/org/apache/spark/mllib/random/RandomDataGenerator.scala	99
mllib/src/main/scala/org/apache/spark/mllib/random/RandomRDDs.scala	506
mllib/src/main/scala/org/apache/spark/mllib/rdd/MLPairRDDFunctions.scala	37
mllib/src/main/scala/org/apache/spark/mllib/rdd/RDDFunctions.scala	18
mllib/src/main/scala/org/apache/spark/mllib/rdd/RandomRDD.scala	81
mllib/src/main/scala/org/apache/spark/mllib/rdd/SlidingRDD.scala	67
mllib/src/main/scala/org/apache/spark/mllib/recommendation/ALS.scala	221
mllib/src/main/scala/org/apache/spark/mllib/recommendation/MatrixFactorizationModel.scala	235
mllib/src/main/scala/org/apache/spark/mllib/regression/GeneralizedLinearAlgorithm.scala	155
mllib/src/main/scala/org/apache/spark/mllib/regression/IsotonicRegression.scala	268
mllib/src/main/scala/org/apache/spark/mllib/regression/LabeledPoint.scala	41
mllib/src/main/scala/org/apache/spark/mllib/regression/Lasso.scala	62
mllib/src/main/scala/org/apache/spark/mllib/regression/LinearRegression.scala	62
mllib/src/main/scala/org/apache/spark/mllib/regression/RegressionModel.scala	22
mllib/src/main/scala/org/apache/spark/mllib/regression/RidgeRegression.scala	62
mllib/src/main/scala/org/apache/spark/mllib/regression/StreamingLinearAlgorithm.scala	63
mllib/src/main/scala/org/apache/spark/mllib/regression/StreamingLinearRegressionWithSGD.scala	47
mllib/src/main/scala/org/apache/spark/mllib/regression/impl/GLMRegressionModel.scala	42
mllib/src/main/scala/org/apache/spark/mllib/stat/KernelDensity.scala	62
mllib/src/main/scala/org/apache/spark/mllib/stat/MultivariateOnlineSummarizer.scala	182
mllib/src/main/scala/org/apache/spark/mllib/stat/MultivariateStatisticalSummary.scala	24
mllib/src/main/scala/org/apache/spark/mllib/stat/Statistics.scala	76
mllib/src/main/scala/org/apache/spark/mllib/stat/correlation/Correlation.scala	37
mllib/src/main/scala/org/apache/spark/mllib/stat/correlation/PearsonCorrelation.scala	56
mllib/src/main/scala/org/apache/spark/mllib/stat/correlation/SpearmanCorrelation.scala	47
mllib/src/main/scala/org/apache/spark/mllib/stat/distribution/MultivariateGaussian.scala	47
mllib/src/main/scala/org/apache/spark/mllib/tree/DecisionTree.scala	110
mllib/src/main/scala/org/apache/spark/mllib/tree/GradientBoostedTrees.scala	66
mllib/src/main/scala/org/apache/spark/mllib/tree/RandomForest.scala	131
mllib/src/main/scala/org/apache/spark/mllib/tree/configuration/Algo.scala	14
mllib/src/main/scala/org/apache/spark/mllib/tree/configuration/BoostingStrategy.scala	48
mllib/src/main/scala/org/apache/spark/mllib/tree/configuration/EnsembleCombiningStrategy.scala	5
mllib/src/main/scala/org/apache/spark/mllib/tree/configuration/FeatureType.scala	9
mllib/src/main/scala/org/apache/spark/mllib/tree/configuration/QuantileStrategy.scala	9
mllib/src/main/scala/org/apache/spark/mllib/tree/configuration/Strategy.scala	128
mllib/src/main/scala/org/apache/spark/mllib/tree/impurity/Entropy.scala	78
mllib/src/main/scala/org/apache/spark/mllib/tree/impurity/Gini.scala	73
mllib/src/main/scala/org/apache/spark/mllib/tree/impurity/Impurities.scala	9
mllib/src/main/scala/org/apache/spark/mllib/tree/impurity/Impurity.scala	90
mllib/src/main/scala/org/apache/spark/mllib/tree/impurity/Variance.scala	53
mllib/src/main/scala/org/apache/spark/mllib/tree/loss/AbsoluteError.scala	13
mllib/src/main/scala/org/apache/spark/mllib/tree/loss/LogLoss.scala	17
mllib/src/main/scala/org/apache/spark/mllib/tree/loss/Loss.scala	18
mllib/src/main/scala/org/apache/spark/mllib/tree/loss/Losses.scala	12
mllib/src/main/scala/org/apache/spark/mllib/tree/loss/SquaredError.scala	13
mllib/src/main/scala/org/apache/spark/mllib/tree/model/DecisionTreeModel.scala	219
mllib/src/main/scala/org/apache/spark/mllib/tree/model/InformationGainStats.scala	66
mllib/src/main/scala/org/apache/spark/mllib/tree/model/Node.scala	127
mllib/src/main/scala/org/apache/spark/mllib/tree/model/Predict.scala	17
mllib/src/main/scala/org/apache/spark/mllib/tree/model/Split.scala	20
mllib/src/main/scala/org/apache/spark/mllib/tree/model/treeEnsembleModels.scala	269
mllib/src/main/scala/org/apache/spark/mllib/tree/package.scala	3
mllib/src/main/scala/org/apache/spark/mllib/util/DataValidators.scala	29
mllib/src/main/scala/org/apache/spark/mllib/util/KMeansDataGenerator.scala	46
mllib/src/main/scala/org/apache/spark/mllib/util/LinearDataGenerator.scala	107
mllib/src/main/scala/org/apache/spark/mllib/util/LogisticRegressionDataGenerator.scala	46
mllib/src/main/scala/org/apache/spark/mllib/util/MFDataGenerator.scala	58
mllib/src/main/scala/org/apache/spark/mllib/util/MLUtils.scala	397
mllib/src/main/scala/org/apache/spark/mllib/util/NumericParser.scala	86
mllib/src/main/scala/org/apache/spark/mllib/util/SVMDataGenerator.scala	39
mllib/src/main/scala/org/apache/spark/mllib/util/modelSaveLoad.scala	45
mllib/src/main/scala/org/apache/spark/sql/ml/InternalFunctionRegistration.scala	74