lity, Conditional Probability, and Bayes theorem.

Random Experiment

It is an experiment or a process for which the outcome cannot be predicted with certainty.

E.g.- While tossing a coin we can’t conclude in advance if the output will be heads or tails.

Sample Space

The set consisting of all possible outcomes of a random experiment is known as Sample space.

E.g.-

The output of tossing a coin can consist of the following values = {H, T}

The output of rolling a dice S = {1,2,3,4,5,6}

Event

The subset of Sample space which consists of all the available outcomes is known as an event.

For e.g-The output Head which is obtained after tossing a coin is known as the event.

#bayes-theorem #naive-bayes-classifier #machine-learning #supervised-learning