A plugin for the GATE language technology framework for training and using machine learning models. Currently supports Mallet (MaxEnt, NaiveBayes, CRF and others), LibSVM, Scikit-Learn, Weka, and DNNs through Pytorch and Keras.
The simple way to do this is to just use Java serialization to save the InstanceList to a file which is supported by methods on the InstanceList. However I think there are not many command line tools which can actually make use of such a file already. The other issue is that exporting is especially important for situations where the whole InstanceList does not fit into memory any more, so incremental export would be even better.
The simple way to do this is to just use Java serialization to save the InstanceList to a file which is supported by methods on the InstanceList. However I think there are not many command line tools which can actually make use of such a file already. The other issue is that exporting is especially important for situations where the whole InstanceList does not fit into memory any more, so incremental export would be even better.