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 ;

Lei Ma (2020). 'Conditional Probability Table', Datumorphism, 10 April. Available at: https://datumorphism.leima.is/cards/statistics/conditional-probability-table/.

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