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0val
2005 Apr 21
1
lda (MASS)
...2 other so
one can expect lda not to perform well since it cannot cluser the negative
instances (seposa+virginica) together (Is this correct?) (KNN=96% in xval.)
Now, I use my "real" dataset (900 instances, 21 attributes), which 2 classes
can be serparated with accuracy no more than 80% (10xval) with KNN, SVM, C4.5
and the like.
So I was very surprised to see that lda also gets an accuracy of 80% on it,
because lda is very simple (finding the best line -- for a 2 classes
problem -- and using projections on the line for classification.)
So my question is: how does lda (in MASS) use the...