TestResult
test
Tokenizer
feature
TrainValidationSplit
tuning
TrainValidationSplitModel
tuning
Transformer
ml
tValues
GeneralizedLinearRegressionTrainingSummary LinearRegressionSummary
tallSkinnyQR
RowMatrix
test
ChiSquareTest stat
theta
NaiveBayesModel NaiveBayesModel
threshold
Binarizer ContinuousSplit Split
thresholds
BinaryClassificationMetrics
timeUnit
StreamingKMeans
toArray
DenseVector Matrix SparseVector Vector
toBlockMatrix
CoordinateMatrix IndexedRowMatrix
toCoordinateMatrix
BlockMatrix IndexedRowMatrix
toDebugString
DecisionTreeModel
toDense
SparseMatrix Vector
toIndexedRowMatrix
BlockMatrix CoordinateMatrix
toJson
DenseVector SparseVector Vector
toLocal
DistributedLDAModel DistributedLDAModel
toLocalMatrix
BlockMatrix
toLowercase
RegexTokenizer
toMetadata
Attribute AttributeGroup
toPMML
PMMLExportable
toRowMatrix
CoordinateMatrix IndexedRowMatrix
toSeq
ParamMap
toSparse
DenseMatrix DenseVector SparseVector Vector
toString
Attribute AttributeGroup DecisionTreeClassificationModel GBTClassificationModel NaiveBayesModel RandomForestClassificationModel LabeledPoint RFormula RFormulaModel Param ParamMap DecisionTreeRegressionModel GBTRegressionModel RandomForestRegressionModel InternalNode LeafNode Identifiable LogisticRegressionModel SVMModel Rule FreqItemset DenseVector Matrix SparseVector GeneralizedLinearModel LabeledPoint BinarySample ChiSqTestResult KolmogorovSmirnovTestResult TestResult DecisionTreeModel InformationGainStats Node Predict Split
toStructField
Attribute AttributeGroup
topByKey
MLPairRDDFunctions
topDocumentsPerTopic
DistributedLDAModel
topNode
DecisionTreeModel
topTopicsPerDocument
DistributedLDAModel
topicAssignments
DistributedLDAModel
topicConcentration
DistributedLDAModel LDAModel LocalLDAModel
topicDistribution
LocalLDAModel
topicDistributions
DistributedLDAModel LocalLDAModel
topics
LocalLDAModel
topicsMatrix
LDAModel DistributedLDAModel LDAModel LocalLDAModel
totalIterations
LogisticRegressionTrainingSummary LinearRegressionTrainingSummary
train
Predictor DecisionTreeClassifier GBTClassifier LinearSVC LogisticRegression MultilayerPerceptronClassifier NaiveBayes RandomForestClassifier ALS DecisionTreeRegressor GBTRegressor GeneralizedLinearRegression LinearRegression RandomForestRegressor LogisticRegressionWithSGD NaiveBayes SVMWithSGD KMeans ALS LassoWithSGD LinearRegressionWithSGD RidgeRegressionWithSGD DecisionTree GradientBoostedTrees
trainClassifier
DecisionTree RandomForest
trainImplicit
ALS
trainOn
StreamingKMeans StreamingLinearAlgorithm
trainRegressor
DecisionTree RandomForest
trainingLogLikelihood
DistributedLDAModel
transform
PipelineModel PredictionModel Transformer UnaryTransformer ClassificationModel OneVsRestModel ProbabilisticClassificationModel BisectingKMeansModel GaussianMixtureModel KMeansModel LDAModel Binarizer Bucketizer ChiSqSelectorModel CountVectorizerModel HashingTF IDFModel ImputerModel IndexToString Interaction MaxAbsScalerModel MinMaxScalerModel OneHotEncoder PCAModel RFormulaModel SQLTransformer StandardScalerModel StopWordsRemover StringIndexerModel VectorAssembler VectorIndexerModel VectorSlicer Word2VecModel FPGrowthModel ALSModel AFTSurvivalRegressionModel DecisionTreeRegressionModel GeneralizedLinearRegressionModel IsotonicRegressionModel CrossValidatorModel TrainValidationSplitModel ChiSqSelectorModel ElementwiseProduct HashingTF IDFModel Normalizer PCAModel StandardScalerModel VectorTransformer Word2VecModel
transformImpl
PredictionModel GBTClassificationModel RandomForestClassificationModel DecisionTreeRegressionModel GBTRegressionModel GeneralizedLinearRegressionModel RandomForestRegressionModel
transformSchema
Pipeline PipelineModel PipelineStage PredictionModel Predictor UnaryTransformer OneVsRest OneVsRestModel BisectingKMeans BisectingKMeansModel GaussianMixture GaussianMixtureModel KMeans KMeansModel LDA LDAModel Binarizer BucketedRandomProjectionLSH Bucketizer ChiSqSelector ChiSqSelectorModel CountVectorizer CountVectorizerModel HashingTF IDF IDFModel Imputer ImputerModel IndexToString Interaction MaxAbsScaler MaxAbsScalerModel MinHashLSH MinMaxScaler MinMaxScalerModel OneHotEncoder PCA PCAModel QuantileDiscretizer RFormula RFormulaModel SQLTransformer StandardScaler StandardScalerModel StopWordsRemover StringIndexer StringIndexerModel VectorAssembler VectorIndexer VectorIndexerModel VectorSlicer Word2Vec Word2VecModel FPGrowth FPGrowthModel ALS ALSModel AFTSurvivalRegression AFTSurvivalRegressionModel IsotonicRegression IsotonicRegressionModel CrossValidator CrossValidatorModel TrainValidationSplit TrainValidationSplitModel
transpose
DenseMatrix Matrix SparseMatrix BlockMatrix CoordinateMatrix
tree
ml mllib
treeStrategy
BoostingStrategy
treeWeights
GBTClassificationModel RandomForestClassificationModel GBTRegressionModel RandomForestRegressionModel GradientBoostedTreesModel
trees
GBTClassificationModel RandomForestClassificationModel GBTRegressionModel RandomForestRegressionModel GradientBoostedTreesModel RandomForestModel
truePositiveRate
MulticlassMetrics
tuning
ml
typeName
VectorUDT