Pattern classification - Brain Research Imaging Centre Edinburgh
Pattern classification - Brain Research Imaging Centre Edinburgh
Pattern classification - Brain Research Imaging Centre Edinburgh
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SVM vs. GP<br />
SVM<br />
Hard binary <strong>classification</strong><br />
– simple & efficient, quick calculation but<br />
– NO ‘grading’ in output {-1, 1}<br />
Gaussian Processes<br />
probabilistic model<br />
– more complicated, slower calculation but<br />
– returns a probability [0 1]<br />
– can be multiclass