Categorical
FeatureType
CategoricalSplit
tree
ChiSqSelector
feature
ChiSqSelectorModel
feature
ChiSqTestResult
test
Classification
Algo
ClassificationModel
classification
classification
Classifier
classification
Continuous
FeatureType
ContinuousSplit
tree
CoordinateMatrix
distributed
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
Assignment
clusterCenters
KMeansModel
KMeansModel
StreamingKMeansModel
clusterWeights
StreamingKMeansModel
clustering
ml
mllib
colPtrs
SparseMatrix
colStats
Statistics
colsPerBlock
BlockMatrix
columnSimilarities
RowMatrix
compressed
Vector
compute
Gradient
HingeGradient
L1Updater
LeastSquaresGradient
LogisticGradient
SimpleUpdater
SquaredL2Updater
Updater
computeColumnSummaryStatistics
RowMatrix
computeCost
KMeansModel
computeCovariance
RowMatrix
computeError
Loss
computeGramianMatrix
IndexedRowMatrix
RowMatrix
computeInitialPredictionAndError
GradientBoostedTreesModel
computePrincipalComponents
RowMatrix
computeSVD
IndexedRowMatrix
RowMatrix
confidence
Rule
configuration
tree
confusionMatrix
MulticlassMetrics
consequent
Rule
contains
ParamMap
copy
Estimator
Model
Pipeline
PipelineModel
PipelineStage
Predictor
Transformer
UnaryTransformer
DecisionTreeClassificationModel
DecisionTreeClassifier
GBTClassificationModel
GBTClassifier
LogisticRegression
LogisticRegressionModel
MultilayerPerceptronClassificationModel
MultilayerPerceptronClassifier
NaiveBayes
NaiveBayesModel
OneVsRest
OneVsRestModel
RandomForestClassificationModel
RandomForestClassifier
KMeans
KMeansModel
BinaryClassificationEvaluator
Evaluator
MulticlassClassificationEvaluator
RegressionEvaluator
Binarizer
Bucketizer
CountVectorizer
CountVectorizerModel
HashingTF
IDF
IDFModel
IndexToString
MinMaxScaler
MinMaxScalerModel
OneHotEncoder
PCA
PCAModel
PolynomialExpansion
RFormula
RFormulaModel
RegexTokenizer
StandardScaler
StandardScalerModel
StopWordsRemover
StringIndexer
StringIndexerModel
Tokenizer
VectorAssembler
VectorIndexer
VectorIndexerModel
VectorSlicer
Word2Vec
Word2VecModel
ParamMap
Params
ALS
ALSModel
DecisionTreeRegressionModel
DecisionTreeRegressor
GBTRegressionModel
GBTRegressor
IsotonicRegression
IsotonicRegressionModel
LinearRegression
LinearRegressionModel
RandomForestRegressionModel
RandomForestRegressor
CrossValidator
CrossValidatorModel
TrainValidationSplit
TrainValidationSplitModel
DenseMatrix
DenseVector
Matrix
SparseMatrix
SparseVector
Vector
ExponentialGenerator
GammaGenerator
LogNormalGenerator
PoissonGenerator
RandomDataGenerator
StandardNormalGenerator
UniformGenerator
Strategy
copyValues
Params
corr
Statistics
count
MultivariateOnlineSummarizer
MultivariateStatisticalSummary
createModel
LogisticRegressionWithLBFGS
LogisticRegressionWithSGD
SVMWithSGD
GeneralizedLinearAlgorithm
LassoWithSGD
LinearRegressionWithSGD
RidgeRegressionWithSGD
createTransformFunc
UnaryTransformer
DCT
ElementwiseProduct
NGram
Normalizer
PolynomialExpansion
RegexTokenizer
Tokenizer