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For Workflow: Evaluating Multiple Models with Looped X-Validation (Loops + Macros)
Evaluating Multiple Models with Looped X-V... (1)
This process shows how multiple different models can be evaluated with cross validation runs. This allows for the comparison of, for example, three prediction model types (e.g., ANN, SVM and DT) all at once under a x-fold cross validation.
Having said that, the process actually performs the same cross validation several times using each time a different modeling scheme. It makes use of loops, collections, subprocess selection and macros and is therefore also an interesting showcase for more ...
Created: 2010-05-15