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kernlab | ksvm error

7 messages · Uwe Ligges, Reza Salimi-Khorshidi

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On 19.08.2012 11:06, Reza Salimi-Khorshidi wrote:
We need a reproducible example.

Best,
Uwe Ligges
5 days later
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Dear Uwe,
I appreciate that if you let me know why, when using the attached file, the
following script (two lines) doesn't work once in 10s of times.
Best, Reza

svm.pol4 <- ksvm(class.labs ~ ., data = train.data, prob.model = T, scale =
T, kernel = "polydot")

svm.pol.prd4 <- predict(svm.pol4, train.data, type = "probabilities")[,2]
1 day later
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On 25.08.2012 02:12, Reza Salimi-Khorshidi wrote:
Some randomness is involved, and when you get an unfortunate subsample 
(e.g. if in the internal cross-validation one class is not selected at 
all) it won't work anymore.

Best,
Uwe Ligges
#
On 26.08.2012 15:33, Reza Salimi-Khorshidi wrote:
That is my guess, but I haven't read the code. Please read it yourself 
in case you want more details - or ask the author of tht function.

Best,
Uwe Ligges