com.alpine.model.pack.ml

bayes

package bayes

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Type Members

  1. trait BayesLikelihood extends AnyRef

  2. case class CategoricalLikelihood(counts: Seq[CategoryCount]) extends BayesLikelihood with Product with Serializable

  3. case class CategoryCount(category: String, prob: Double) extends Product with Serializable

  4. case class Distribution(classLabel: String, priorProbability: Double, likelihoods: Seq[TypeWrapper[BayesLikelihood]]) extends Product with Serializable

  5. case class GaussianLikelihood(mu: Double, sigma: Double) extends BayesLikelihood with Product with Serializable

  6. case class NaiveBayesModel(inputFeatures: Seq[ColumnDef], dependentFeatureName: String, distributions: Seq[Distribution], threshold: Double) extends ClassificationRowModel with Product with Serializable

    Created by Jennifer Thompson on 7/7/16.

  7. class NaiveBayesSQLTransformer extends ClassificationSQLTransformer

  8. class NaiveBayesTransformer extends ClassificationTransformer

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