Least Confident Uncertainty Scorer

Calculates the least confident 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 highest class probability of the data row. Notice: This method is very sensitive to noise!

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.