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.
Currently some ways of not using a PR properly, either by using the wrong PR or by setting the parameters in a way that is not proper for a corpus can result in weird exceptions.
This should be handled to give better feedback.
Examples:
use the Apply PR without running the Train PR first
run the Train PR on a corpus that does not have the required annotations
Currently some ways of not using a PR properly, either by using the wrong PR or by setting the parameters in a way that is not proper for a corpus can result in weird exceptions.
This should be handled to give better feedback.
Examples: