bayes

Type Members

1. trait BayesLikelihood extends AnyRef

   

2. case class CategoricalLikelihood(counts: Set[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.

   Created by Jennifer Thompson on 7/7/16.

   Annotations

   @SerialVersionUID()

7. class NaiveBayesSQLTransformer extends ClassificationSQLTransformer

   

8. class NaiveBayesTransformer extends ClassificationTransformer