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homework:2013-ex02 [2014/05/22 16:34]
homework:2013-ex02 [2023/08/19 21:02] (current)
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 +====== Exercise 02 ======
 +
 +===== Goal =====
 +Represent digits '​3'​ in 2D with KPCA
 +  - convert data from the UCI [[http://​archive.ics.uci.edu/​ml/​datasets/​Optical+Recognition+of+Handwritten+Digits|Optical Recognition of Handwritten Digits Data Set]] 
 +  - perform kernel PCA over all digit '​3'​ with 2 components
 +  - plot the kernel PCA results similar to page #12 of {{:​2012:​mva2012-component_analysis.pdf|PCA}
 +
 +{{ :​homework:​3.png |Plot Result}}
 + 
 +===== Requirements =====
 +  - Programming lanuage: python
 +  - Plot the results in gnuplot
 +