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For Workflow: X-Validation with One-Class SVM
X-Validation with One-Class SVM (1)
With this example process, I intend to show how one might validate predictions done with a one class classifier. RapidMiner includes the One-Class SVM (part of libsvm) as introduced by Schoelkopf. I'm very interested in feedback concerning problems with or errors in this experiment.
Note that the data set (Sonar) is just a toy data set chosen for demonstration - learning a one class classifier on it won't give you any good results!
DESCRIPTION
The basic idea is to partition the data set...
Created: 2010-10-20 | Last updated: 2010-10-20