Details
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Improvement
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Status: Closed
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Major
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Resolution: Fixed
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None
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None
Description
There are quite some settings which influence the training of a classification model. Currenlty it is difficult to control these settings and many can only be changed through re-compiling. To improve the situation a user should be able to pass an object which contains all the machine learning settings to the various train methods and the command line interface should be extended to accept a properties file which contains all the machine learning settings.
The settings also contain the training algorithm which enables us to use either maxent or perceptron in all our components.
The solution which will be implemented was discussed in this thread:
http://mail-archives.apache.org/mod_mbox/incubator-opennlp-dev/201105.mbox/%3C4DD284DA.1000900@gmail.com%3E