Package

ai.deepsense.deeplang.doperables.spark.wrappers

models

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package models

Visibility
  1. Public
  2. All

Type Members

  1. class AFTSurvivalRegressionModel extends SparkModelWrapper[org.apache.spark.ml.regression.AFTSurvivalRegressionModel, AFTSurvivalRegression] with PredictorParams with AFTSurvivalRegressionParams

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  2. class ALSModel extends SparkModelWrapper[org.apache.spark.ml.recommendation.ALSModel, ALS] with HasItemColumnParam with HasPredictionColumnCreatorParam with HasUserColumnParam

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  3. class ChiSqSelectorModel extends SparkModelWrapper[org.apache.spark.ml.feature.ChiSqSelectorModel, ChiSqSelector] with HasFeaturesColumnParam with HasOutputColumn with HasLabelColumnParam

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  4. class CountVectorizerModel extends SparkSingleColumnModelWrapper[org.apache.spark.ml.feature.CountVectorizerModel, CountVectorizer] with HasMinTermsFrequencyParam

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  5. class DecisionTreeClassificationModel extends StringIndexingWrapperModel[org.apache.spark.ml.classification.DecisionTreeClassificationModel, DecisionTreeClassifier]

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  6. class DecisionTreeRegressionModel extends SparkModelWrapper[org.apache.spark.ml.regression.DecisionTreeRegressionModel, DecisionTreeRegressor] with HasFeaturesColumnParam with HasPredictionColumnCreatorParam with LoadableWithFallback[org.apache.spark.ml.regression.DecisionTreeRegressionModel, DecisionTreeRegressor]

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  7. class GBTClassificationModel extends StringIndexingWrapperModel[org.apache.spark.ml.classification.GBTClassificationModel, GBTClassifier]

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  8. class GBTRegressionModel extends SparkModelWrapper[org.apache.spark.ml.regression.GBTRegressionModel, GBTRegressor] with LoadableWithFallback[org.apache.spark.ml.regression.GBTRegressionModel, GBTRegressor] with PredictorParams

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  9. class IDFModel extends SparkSingleColumnModelWrapper[org.apache.spark.ml.feature.IDFModel, IDF]

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  10. class IsotonicRegressionModel extends SparkModelWrapper[org.apache.spark.ml.regression.IsotonicRegressionModel, IsotonicRegression] with PredictorParams with HasFeatureIndexParam

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  11. class KMeansModel extends SparkModelWrapper[org.apache.spark.ml.clustering.KMeansModel, KMeans]

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  12. class LDAModel extends SparkModelWrapper[org.apache.spark.ml.clustering.LDAModel, LDA] with HasFeaturesColumnParam with HasSeedParam

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  13. class LinearRegressionModel extends SparkModelWrapper[org.apache.spark.ml.regression.LinearRegressionModel, LinearRegression] with PredictorParams

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  14. class LogisticRegressionModel extends SparkModelWrapper[org.apache.spark.ml.classification.LogisticRegressionModel, LogisticRegression] with ProbabilisticClassifierParams with HasThreshold

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  15. class MinMaxScalerModel extends SparkSingleColumnModelWrapper[org.apache.spark.ml.feature.MinMaxScalerModel, MinMaxScaler] with MinMaxParams

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  16. case class MultiColumnStringIndexerModel() extends MultiColumnModel[org.apache.spark.ml.feature.StringIndexerModel, StringIndexer, SingleColumnStringIndexerModel] with StringIndexerModel with Product with Serializable

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  17. class MultilayerPerceptronClassifierModel extends SparkModelWrapper[MultilayerPerceptronClassificationModel, MultilayerPerceptronClassifier] with LoadableWithFallback[MultilayerPerceptronClassificationModel, MultilayerPerceptronClassifier] with PredictorParams

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  18. class NaiveBayesModel extends SparkModelWrapper[org.apache.spark.ml.classification.NaiveBayesModel, NaiveBayes] with ProbabilisticClassifierParams

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  19. class PCAModel extends SparkSingleColumnModelWrapper[org.apache.spark.ml.feature.PCAModel, PCA]

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  20. class QuantileDiscretizerModel extends SparkSingleColumnModelWrapper[Bucketizer, QuantileDiscretizer]

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  21. class RandomForestClassificationModel extends StringIndexingWrapperModel[org.apache.spark.ml.classification.RandomForestClassificationModel, RandomForestClassifier]

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  22. class RandomForestRegressionModel extends SparkModelWrapper[org.apache.spark.ml.regression.RandomForestRegressionModel, RandomForestRegressor] with LoadableWithFallback[org.apache.spark.ml.regression.RandomForestRegressionModel, RandomForestRegressor] with PredictorParams

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  23. class SingleColumnStringIndexerModel extends SparkSingleColumnModelWrapper[org.apache.spark.ml.feature.StringIndexerModel, StringIndexer] with StringIndexerModel

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  24. class StandardScalerModel extends SparkSingleColumnModelWrapper[org.apache.spark.ml.feature.StandardScalerModel, StandardScaler]

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  25. trait StringIndexerModel extends Transformer

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  26. class VanillaDecisionTreeClassificationModel extends SparkModelWrapper[org.apache.spark.ml.classification.DecisionTreeClassificationModel, DecisionTreeClassifier] with ProbabilisticClassifierParams with LoadableWithFallback[org.apache.spark.ml.classification.DecisionTreeClassificationModel, DecisionTreeClassifier]

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  27. class VanillaGBTClassificationModel extends SparkModelWrapper[org.apache.spark.ml.classification.GBTClassificationModel, GBTClassifier] with LoadableWithFallback[org.apache.spark.ml.classification.GBTClassificationModel, GBTClassifier] with PredictorParams with Logging

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  28. class VanillaRandomForestClassificationModel extends SparkModelWrapper[org.apache.spark.ml.classification.RandomForestClassificationModel, RandomForestClassifier] with LoadableWithFallback[org.apache.spark.ml.classification.RandomForestClassificationModel, RandomForestClassifier] with ProbabilisticClassifierParams

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  29. class VectorIndexerModel extends SparkSingleColumnModelWrapper[org.apache.spark.ml.feature.VectorIndexerModel, VectorIndexer]

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  30. class Word2VecModel extends SparkSingleColumnModelWrapper[org.apache.spark.ml.feature.Word2VecModel, Word2Vec] with Word2VecParams

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Value Members

  1. object MultiColumnStringIndexerModel extends Serializable

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