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