Categorical
FeatureType
CategoricalSplit
tree
ChiSqSelector
feature feature
ChiSqSelectorModel
feature feature
ChiSqTestResult
test
ChiSquareTest
stat
Classification
Algo
ClassificationModel
classification classification
Classifier
classification
ClusteringSummary
clustering
Continuous
FeatureType
ContinuousSplit
tree
CoordinateMatrix
distributed
Correlation
stat
CountVectorizer
feature
CountVectorizerModel
feature
CrossValidator
tuning
CrossValidatorModel
tuning
cache
BlockMatrix
calculate
Entropy Gini Impurity Variance
caseSensitive
StopWordsRemover
categoricalFeaturesInfo
Strategy
categories
Split
categoryMaps
VectorIndexerModel
checkpointInterval
Strategy
chiSqTest
Statistics
classification
ml mllib
clear
Params
clearThreshold
LogisticRegressionModel SVMModel
cluster
ClusteringSummary Assignment
clusterCenters
BisectingKMeansModel KMeansModel BisectingKMeansModel KMeansModel StreamingKMeansModel
clusterSizes
ClusteringSummary
clusterWeights
StreamingKMeansModel
clustering
ml mllib
coefficientMatrix
LogisticRegressionModel
coefficientStandardErrors
GeneralizedLinearRegressionTrainingSummary LinearRegressionSummary
coefficients
LinearSVCModel LogisticRegressionModel AFTSurvivalRegressionModel GeneralizedLinearRegressionModel LinearRegressionModel
colIter
DenseMatrix Matrix SparseMatrix
colPtrs
SparseMatrix
colStats
Statistics
colsPerBlock
BlockMatrix
columnSimilarities
IndexedRowMatrix RowMatrix
compressed
Vector
compute
Gradient HingeGradient L1Updater LeastSquaresGradient LogisticGradient SimpleUpdater SquaredL2Updater Updater
computeColumnSummaryStatistics
RowMatrix
computeCost
BisectingKMeansModel KMeansModel BisectingKMeansModel KMeansModel
computeCovariance
RowMatrix
computeError
Loss
computeGramianMatrix
IndexedRowMatrix RowMatrix
computeInitialPredictionAndError
GradientBoostedTreesModel
computePrincipalComponents
RowMatrix
computePrincipalComponentsAndExplainedVariance
RowMatrix
computeSVD
IndexedRowMatrix RowMatrix
confidence
Rule
configuration
tree
confusionMatrix
MulticlassMetrics
consequent
Rule
contains
ParamMap
context
MLReader MLWriter
convertMatrixColumnsFromML
MLUtils
convertMatrixColumnsToML
MLUtils
convertVectorColumnsFromML
MLUtils
convertVectorColumnsToML
MLUtils
copy
Estimator Model Pipeline PipelineModel PipelineStage Predictor Transformer UnaryTransformer DecisionTreeClassificationModel DecisionTreeClassifier GBTClassificationModel GBTClassifier LinearSVC LinearSVCModel LogisticRegression LogisticRegressionModel MultilayerPerceptronClassificationModel MultilayerPerceptronClassifier NaiveBayes NaiveBayesModel OneVsRest OneVsRestModel RandomForestClassificationModel RandomForestClassifier BisectingKMeans BisectingKMeansModel DistributedLDAModel GaussianMixture GaussianMixtureModel KMeans KMeansModel LDA LocalLDAModel BinaryClassificationEvaluator Evaluator MulticlassClassificationEvaluator RegressionEvaluator Binarizer BucketedRandomProjectionLSH BucketedRandomProjectionLSHModel Bucketizer ChiSqSelector ChiSqSelectorModel CountVectorizer CountVectorizerModel HashingTF IDF IDFModel Imputer ImputerModel IndexToString Interaction MaxAbsScaler MaxAbsScalerModel MinHashLSH MinHashLSHModel MinMaxScaler MinMaxScalerModel OneHotEncoder PCA PCAModel PolynomialExpansion QuantileDiscretizer RFormula RFormulaModel RegexTokenizer SQLTransformer StandardScaler StandardScalerModel StopWordsRemover StringIndexer StringIndexerModel Tokenizer VectorAssembler VectorIndexer VectorIndexerModel VectorSlicer Word2Vec Word2VecModel FPGrowth FPGrowthModel ParamMap Params ALS ALSModel AFTSurvivalRegression AFTSurvivalRegressionModel DecisionTreeRegressionModel DecisionTreeRegressor GBTRegressionModel GBTRegressor GeneralizedLinearRegression GeneralizedLinearRegressionModel IsotonicRegression IsotonicRegressionModel LinearRegression LinearRegressionModel RandomForestRegressionModel RandomForestRegressor CrossValidator CrossValidatorModel TrainValidationSplit TrainValidationSplitModel DenseMatrix DenseVector Matrix SparseMatrix SparseVector Vector ExponentialGenerator GammaGenerator LogNormalGenerator PoissonGenerator RandomDataGenerator StandardNormalGenerator UniformGenerator WeibullGenerator Strategy
copyValues
Params
corr
Correlation Statistics
count
MultivariateOnlineSummarizer MultivariateStatisticalSummary
createModel
LogisticRegressionWithLBFGS LogisticRegressionWithSGD SVMWithSGD GeneralizedLinearAlgorithm LassoWithSGD LinearRegressionWithSGD RidgeRegressionWithSGD
createRawLSHModel
BucketedRandomProjectionLSH MinHashLSH
createTransformFunc
UnaryTransformer DCT ElementwiseProduct NGram Normalizer PolynomialExpansion RegexTokenizer Tokenizer