Chapter 8
Ensemble Learning
Section 6
Calculating the Margins of a Classifier
A margin is a measure of certainty of a classification. It calculates the difference between the support of a correct class and the maximum support of an incorrect class. This video will show us how to calculate the margins of the generated classifiers. - Use the margins function - Use the plot function to plot a marginal cumulative distribution graph - Compute the percentage of negative margin