org.apache.spark.mllib.util

Saveable

trait Saveable extends AnyRef

:: DeveloperApi ::

Trait for models and transformers which may be saved as files. This should be inherited by the class which implements model instances.

Annotations
@DeveloperApi() @Since( "1.3.0" )
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DecisionTreeModel, DistributedLDAModel, GaussianMixtureModel, GradientBoostedTreesModel, IsotonicRegressionModel, KMeansModel, LDAModel, LassoModel, LinearRegressionModel, LocalLDAModel, LogisticRegressionModel, MatrixFactorizationModel, NaiveBayesModel, PowerIterationClusteringModel, RandomForestModel, RidgeRegressionModel, SVMModel, StreamingKMeansModel, Word2VecModel
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Abstract Value Members

  1. abstract def formatVersion: String

    Current version of model save/load format.

    Current version of model save/load format.

    Attributes
    protected

  2. abstract def save(sc: SparkContext, path: String): Unit

    Save this model to the given path.

    Save this model to the given path.

    This saves:

    • human-readable (JSON) model metadata to path/metadata/
    • Parquet formatted data to path/data/

    The model may be loaded using Loader.load.

    sc

    Spark context used to save model data.

    path

    Path specifying the directory in which to save this model. If the directory already exists, this method throws an exception.

    Annotations
    @Since( "1.3.0" )

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