search for: seposa

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2005 Apr 21
1
lda (MASS)
...uot;iris" dataset, I tried using lda to discriminate versicolor from the other to classes and I got approx. 70% of accuracy testing on train set. In iris, versicolor stands "between" the 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 accurac...