keystoneml.loaders

TimitFeaturesDataLoader

object TimitFeaturesDataLoader

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  6. def apply(sc: SparkContext, trainDataLocation: String, trainLabelsLocation: String, testDataLocation: String, testLabelsLocation: String, numParts: Int = 512): TimitFeaturesData

    Loads the pre-featurized Timit data.

    Loads the pre-featurized Timit data. Expects features data to be stored as a csv of numbers, and labels as "row# label" where row# is the number of the row in the data csv it is referring to (starting at row #1)

    sc

    SparkContext to use

    trainDataLocation

    CSV of the training data

    trainLabelsLocation

    labels of the training data

    testDataLocation

    CSV of the test data

    testLabelsLocation

    labels of the test data

    numParts

    number of partitions per RDD

    returns

    A TimitFeaturesData object containing the loaded train & test data as RDDs

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  20. val timitDimension: Int

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