Parzen Window Density Estimation
A slecture by ECE student Ben Foster
Partly based on the ECE662 Spring 2014 lecture material of Prof. Mireille Boutin.
still working...
Coverage
- Brief introduction to non-parametric dnesity estimation, specifically Parzen windowing
- Brief introduction to the thoery that Parzen windowing is based on
- Visualizations of Parzen windows and Parzen window-based classification
- Brief discussion of the advantages and disadvantages of the Parzen windowing method
