Variance Uncertainty Scorer

Calculates the variance uncertainty score of a class probability distribution. Input are rows containing class probabilities that must sum up to 1. The output will be one minus the variance of the probabilities, i.e., a lower variance means higher 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.