MLIP L14 - Bayesian Classification Part-3 (Decision Error, Average Risk, Generalizing to M Classes)

Link to the course page for all the relevant material: https://subrahmanyamgorthi.weebly.com... This lecture presents a detailed discussion about classification error probability and the average risk. Then, a generalization of computation of these metrics to "M" classes is presented. Mathematical expressions for those quantities are also derived. Video Index: 00:00 - Recap of the Last Lecture 06:40 - Decision Error 13:05 - Minimizing the Average Risk 29:15 - Generalizing to "M" Classes 37:15 - Calculation of Total Risk 44:50 - Reiterating the Concepts