Margin Uncertainty Scorer

Calculates the margin uncertainty score of a class probability distribution. Input are rows containing class probabilities that must sum up to 1. The score is calculated as one minus the difference between the two classes with the highest probabilities, i.e., a low difference leads to a high uncertainty.

Input ports

1. Type: Table
   Class Probabilities
   Table containing two or more columns containing class probabilities that sum up to 1.

Output ports

1. Type: Table
   Input Data with Uncertainty Score
   Input data with an appended column that contains the uncertainty score.