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diefimov / MTH594_MachineLearning

The materials for the course MTH 594 Advanced data mining: theory and applications (Dmitry Efimov, American University of Sharjah)
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Parameters in Gaussian discriminant analysis #2

Closed denkorzh closed 7 years ago

denkorzh commented 7 years ago

Section 4.3 (page 38)

When we calculate the number of parameters for the case of 2 classes and 2 features, we forget that \Sigma_0 and \Sigma_1 are symmetrical. So, the real number of parameters equals 1+2+2+3+3 = 11 (for \phi, \mu_0, \mu_1, \Sigma_0, \Sigma_1 respectively).

diefimov commented 7 years ago

Corrected.