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Extend fann-xfiles with support for cross validation and mini-batches #19

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seldridge opened this issue Mar 6, 2016 · 0 comments
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Enable cross-validation and mini-batch options for xfiles-dana. This generally involves a rewrite of the changes available in a6eb0b1.

With this you should be able to specify a training/validation or training/validation/testing split and then report the MSE for each. Cross validation should not be enabled by default, but it may make sense to use cross validation in the 01-fann-xfiles regression test.

@ldelshad, this should be much easier to handle with the refactored fann-xfiles (c979e49) which removes the code replication and defines generic incremental and batch training functions xfiles_train_batch and xfiles_train_incremental. Both of these will train on a specific range of items in the data set. I expect that these can be directly used to operate on subsets of the data for cross-validation and mini-batches.

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