Conditional Probability Table

#Statistics #Basics

The conditional probability table, aka CPT, is used to calculate conditional probabilities from a dataset.

Given a dataset with features $\mathbf X$ and their corresponding classes $\mathbf Y$, the conditional probabilities of each class given a certain feature value can be calculated using a CPT which in turn can be calculated using a contigency table Detecting correlations using correlations for numeric data .

Published: by ;

Table of Contents

Current Ref:

  • cards/statistics/conditional-probability-table.md