Link to the course page for all the relevant material: https://subrahmanyamgorthi.weebly.com...
In this lecture, an example problem on binary classification is solved using the likelihood function and through the loss matrix method. A detailed explanation of decision surfaces, and discriminant functions are provided. A univariate Gaussian distribution is also introduced.
Video Index:
00:00 - Recap of the Last Lecture
02:00 - Example Problem based on the Likelihood
13:50 - Example problem based on the Loss Matrix
23:25 - Decision Surfaces
30:55 - Discriminant Functions
38:35 - Gaussian in 1D & 2D
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