Categorical
FeatureType
CategoricalSplit
tree
ChiSqSelector
feature feature
ChiSqSelectorModel
feature 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 BisectingKMeansModel KMeansModel StreamingKMeansModel
clusterWeights
StreamingKMeansModel
clustering
ml mllib
coefficientStandardErrors
LinearRegressionSummary
coefficients
LogisticRegressionModel AFTSurvivalRegressionModel LinearRegressionModel
colPtrs
SparseMatrix
colStats
Statistics
colsPerBlock
BlockMatrix
columnSimilarities
IndexedRowMatrix RowMatrix
compressed
Vector
compute
Gradient HingeGradient L1Updater LeastSquaresGradient LogisticGradient SimpleUpdater SquaredL2Updater Updater
computeColumnSummaryStatistics
RowMatrix
computeCost
KMeansModel BisectingKMeansModel 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
context
MLReader MLWriter
copy
Estimator Model Pipeline PipelineModel PipelineStage Predictor Transformer UnaryTransformer DecisionTreeClassificationModel DecisionTreeClassifier GBTClassificationModel GBTClassifier LogisticRegression LogisticRegressionModel MultilayerPerceptronClassificationModel MultilayerPerceptronClassifier NaiveBayes NaiveBayesModel OneVsRest OneVsRestModel RandomForestClassificationModel RandomForestClassifier DistributedLDAModel KMeans KMeansModel LDA LocalLDAModel BinaryClassificationEvaluator Evaluator MulticlassClassificationEvaluator RegressionEvaluator Binarizer Bucketizer ChiSqSelector ChiSqSelectorModel CountVectorizer CountVectorizerModel HashingTF IDF IDFModel IndexToString Interaction MinMaxScaler MinMaxScalerModel OneHotEncoder PCA PCAModel PolynomialExpansion QuantileDiscretizer RFormula RFormulaModel RegexTokenizer SQLTransformer StandardScaler StandardScalerModel StopWordsRemover StringIndexer StringIndexerModel Tokenizer VectorAssembler VectorIndexer VectorIndexerModel VectorSlicer Word2Vec Word2VecModel ParamMap Params ALS ALSModel AFTSurvivalRegression AFTSurvivalRegressionModel 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 WeibullGenerator Strategy
copyValues
Params
corr
Statistics
count
MultivariateOnlineSummarizer MultivariateStatisticalSummary
createModel
LogisticRegressionWithLBFGS LogisticRegressionWithSGD SVMWithSGD GeneralizedLinearAlgorithm LassoWithSGD LinearRegressionWithSGD RidgeRegressionWithSGD
createRelation
DefaultSource
createTransformFunc
UnaryTransformer DCT ElementwiseProduct NGram Normalizer PolynomialExpansion RegexTokenizer Tokenizer