com.thoughtworks.datacommons.prepbuddy

imputations

package imputations

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  1. Public
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Type Members

  1. class ApproxMeanSubstitution extends ImputationStrategy

    An imputation strategy that imputes the missing values by an approx mean of the values in data set.

  2. trait ImputationStrategy extends Serializable

    A contract for an imputation strategy

  3. class MeanSubstitution extends ImputationStrategy

    An imputation strategy that imputes the missing values by mean of the values in a data set.

  4. class ModeSubstitution extends ImputationStrategy

    ModeSubstitution is a simplest imputation strategy used for filling missing values in a data set.

  5. class NaiveBayesSubstitution extends ImputationStrategy

    An imputation strategy that is based on Naive Bayes Algorithm which is the probabilistic classifier.

  6. class UnivariateLinearRegressionSubstitution extends ImputationStrategy

    An imputation strategy that is based on Linear Regression which is an approach for modeling the relationship between a scalar dependent variable y and an explanatory variable x.

Ungrouped