ml - snappy-spark-examples_2.10 1.6.1 API - org.apache.spark.examples.ml

Type Members

case class Document(id: Long, text: String) extends Product with Serializable

Annotations
@BeanInfo()
class JavaAFTSurvivalRegressionExample extends AnyRef
class JavaBinarizerExample extends AnyRef
class JavaBucketizerExample extends AnyRef
class JavaChiSqSelectorExample extends AnyRef
class JavaCountVectorizerExample extends AnyRef
class JavaCrossValidatorExample extends AnyRef
class JavaDCTExample extends AnyRef
class JavaDecisionTreeClassificationExample extends AnyRef
class JavaDecisionTreeRegressionExample extends AnyRef
class JavaDeveloperApiExample extends AnyRef
class JavaElementwiseProductExample extends AnyRef
class JavaGradientBoostedTreeClassifierExample extends AnyRef
class JavaGradientBoostedTreeRegressorExample extends AnyRef
class JavaIndexToStringExample extends AnyRef
class JavaKMeansExample extends AnyRef
class JavaLDAExample extends AnyRef
class JavaLinearRegressionWithElasticNetExample extends AnyRef
class JavaLogisticRegressionSummaryExample extends AnyRef
class JavaLogisticRegressionWithElasticNetExample extends AnyRef
class JavaMinMaxScalerExample extends AnyRef
class JavaMultilayerPerceptronClassifierExample extends AnyRef
class JavaNGramExample extends AnyRef
class JavaNormalizerExample extends AnyRef
class JavaOneHotEncoderExample extends AnyRef
class JavaOneVsRestExample extends AnyRef
class JavaPCAExample extends AnyRef
class JavaPolynomialExpansionExample extends AnyRef
class JavaQuantileDiscretizerExample extends AnyRef
class JavaRFormulaExample extends AnyRef
class JavaRandomForestClassifierExample extends AnyRef
class JavaRandomForestRegressorExample extends AnyRef
class JavaSQLTransformerExample extends AnyRef
class JavaSimpleParamsExample extends AnyRef
class JavaSimpleTextClassificationPipeline extends AnyRef
class JavaStandardScalerExample extends AnyRef
class JavaStopWordsRemoverExample extends AnyRef
class JavaStringIndexerExample extends AnyRef
class JavaTfIdfExample extends AnyRef
class JavaTokenizerExample extends AnyRef
class JavaTrainValidationSplitExample extends AnyRef
class JavaVectorAssemblerExample extends AnyRef
class JavaVectorIndexerExample extends AnyRef
class JavaVectorSlicerExample extends AnyRef
class JavaWord2VecExample extends AnyRef
case class LabeledDocument(id: Long, text: String, label: Double) extends Product with Serializable

Annotations
@BeanInfo()

Value Members

object AFTSurvivalRegressionExample

An example for AFTSurvivalRegression.
object BinarizerExample
object BucketizerExample
object ChiSqSelectorExample
object CountVectorizerExample
object CrossValidatorExample

A simple example demonstrating model selection using CrossValidator.
object DCTExample
object DataFrameExample

An example of how to use org.apache.spark.sql.DataFrame for ML.
object DecisionTreeClassificationExample
object DecisionTreeExample

An example runner for decision trees.
object DecisionTreeRegressionExample
object DeveloperApiExample

A simple example demonstrating how to write your own learning algorithm using Estimator, Transformer, and other abstractions.
object ElementwiseProductExample
object GBTExample

An example runner for decision trees.
object GradientBoostedTreeClassifierExample
object GradientBoostedTreeRegressorExample
object IndexToStringExample
object KMeansExample

An example demonstrating a k-means clustering.
object LDAExample

An example demonstrating a LDA of ML pipeline.
object LinearRegressionExample

An example runner for linear regression with elastic-net (mixing L1/L2) regularization.
object LinearRegressionWithElasticNetExample
object LogisticRegressionExample

An example runner for logistic regression with elastic-net (mixing L1/L2) regularization.
object LogisticRegressionSummaryExample
object LogisticRegressionWithElasticNetExample
object MinMaxScalerExample
object MovieLensALS

An example app for ALS on MovieLens data (http://grouplens.
object MultilayerPerceptronClassifierExample

An example for Multilayer Perceptron Classification.
object NGramExample
object NormalizerExample
object OneHotEncoderExample
object OneVsRestExample

An example runner for Multiclass to Binary Reduction with One Vs Rest.
object PCAExample
object PolynomialExpansionExample
object QuantileDiscretizerExample
object RFormulaExample
object RandomForestClassifierExample
object RandomForestExample

An example runner for decision trees.
object RandomForestRegressorExample
object SQLTransformerExample
object SimpleParamsExample

A simple example demonstrating ways to specify parameters for Estimators and Transformers.
object SimpleTextClassificationPipeline

A simple text classification pipeline that recognizes "spark" from input text.
object StandardScalerExample
object StopWordsRemoverExample
object StringIndexerExample
object TfIdfExample
object TokenizerExample
object TrainValidationSplitExample

A simple example demonstrating model selection using TrainValidationSplit.
object VectorAssemblerExample
object VectorIndexerExample
object VectorSlicerExample
object Word2VecExample

ml

package ml

Type Members

case class Document(id: Long, text: String) extends Product with Serializable

class JavaAFTSurvivalRegressionExample extends AnyRef

class JavaBinarizerExample extends AnyRef

class JavaBucketizerExample extends AnyRef

class JavaChiSqSelectorExample extends AnyRef

class JavaCountVectorizerExample extends AnyRef

class JavaCrossValidatorExample extends AnyRef

class JavaDCTExample extends AnyRef

class JavaDecisionTreeClassificationExample extends AnyRef

class JavaDecisionTreeRegressionExample extends AnyRef

class JavaDeveloperApiExample extends AnyRef

class JavaElementwiseProductExample extends AnyRef

class JavaGradientBoostedTreeClassifierExample extends AnyRef

class JavaGradientBoostedTreeRegressorExample extends AnyRef

class JavaIndexToStringExample extends AnyRef

class JavaKMeansExample extends AnyRef

class JavaLDAExample extends AnyRef

class JavaLinearRegressionWithElasticNetExample extends AnyRef

class JavaLogisticRegressionSummaryExample extends AnyRef

class JavaLogisticRegressionWithElasticNetExample extends AnyRef

class JavaMinMaxScalerExample extends AnyRef

class JavaMultilayerPerceptronClassifierExample extends AnyRef

class JavaNGramExample extends AnyRef

class JavaNormalizerExample extends AnyRef

class JavaOneHotEncoderExample extends AnyRef

class JavaOneVsRestExample extends AnyRef

class JavaPCAExample extends AnyRef

class JavaPolynomialExpansionExample extends AnyRef

class JavaQuantileDiscretizerExample extends AnyRef

class JavaRFormulaExample extends AnyRef

class JavaRandomForestClassifierExample extends AnyRef

class JavaRandomForestRegressorExample extends AnyRef

class JavaSQLTransformerExample extends AnyRef

class JavaSimpleParamsExample extends AnyRef

class JavaSimpleTextClassificationPipeline extends AnyRef

class JavaStandardScalerExample extends AnyRef

class JavaStopWordsRemoverExample extends AnyRef

class JavaStringIndexerExample extends AnyRef

class JavaTfIdfExample extends AnyRef

class JavaTokenizerExample extends AnyRef

class JavaTrainValidationSplitExample extends AnyRef

class JavaVectorAssemblerExample extends AnyRef

class JavaVectorIndexerExample extends AnyRef

class JavaVectorSlicerExample extends AnyRef

class JavaWord2VecExample extends AnyRef

case class LabeledDocument(id: Long, text: String, label: Double) extends Product with Serializable

Value Members

object AFTSurvivalRegressionExample

object BinarizerExample

object BucketizerExample

object ChiSqSelectorExample

object CountVectorizerExample

object CrossValidatorExample

object DCTExample

object DataFrameExample

object DecisionTreeClassificationExample

object DecisionTreeExample

object DecisionTreeRegressionExample

object DeveloperApiExample

object ElementwiseProductExample

object GBTExample

object GradientBoostedTreeClassifierExample

object GradientBoostedTreeRegressorExample

object IndexToStringExample

object KMeansExample

object LDAExample

object LinearRegressionExample

object LinearRegressionWithElasticNetExample

object LogisticRegressionExample

object LogisticRegressionSummaryExample

object LogisticRegressionWithElasticNetExample

object MinMaxScalerExample

object MovieLensALS

object MultilayerPerceptronClassifierExample

object NGramExample

object NormalizerExample

object OneHotEncoderExample