evaluation

package evaluation

Visibility
  1. Public
  2. All

Type Members

  1. case class BinaryClassificationMetrics(tp: Double, fp: Double, tn: Double, fn: Double) extends Product with Serializable

    Contains the contingency table for a binary classifier, and provides common metrics such as precision & recall

  2. case class MulticlassMetrics(confusionMatrix: DenseMatrix[Double]) extends Product with Serializable

    Contains the confusion matrix for a multiclass classifier, and provides common metrics such as micro & macro precision & recall

Value Members

  1. object BinaryClassifierEvaluator

  2. object MeanAveragePrecisionEvaluator

    MeanAveragePrecision (MAP) calculator based on MATLAB code from the encoding eval toolkit at http://www.

  3. object MulticlassClassifierEvaluator

Ungrouped