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Posted to issues@opennlp.apache.org by "Jörn Kottmann (JIRA)" <ji...@apache.org> on 2011/05/18 13:43:47 UTC
[jira] [Created] (OPENNLP-175) Add support to influence all
available machine learning settings during training of all our components
Add support to influence all available machine learning settings during training of all our components
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Key: OPENNLP-175
URL: https://issues.apache.org/jira/browse/OPENNLP-175
Project: OpenNLP
Issue Type: Improvement
Components: Chunker, Doccat, Maxent, Name Finder, Parser, POS Tagger, Sentence Detector, Tokenizer
Reporter: Jörn Kottmann
Assignee: Jörn Kottmann
Fix For: tools-1.5.2-incubating
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
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[jira] [Closed] (OPENNLP-175) Add support to influence all
available machine learning settings during training of all our components
Posted by "Jörn Kottmann (JIRA)" <ji...@apache.org>.
[ https://issues.apache.org/jira/browse/OPENNLP-175?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Jörn Kottmann closed OPENNLP-175.
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Resolution: Fixed
> Add support to influence all available machine learning settings during training of all our components
> ------------------------------------------------------------------------------------------------------
>
> Key: OPENNLP-175
> URL: https://issues.apache.org/jira/browse/OPENNLP-175
> Project: OpenNLP
> Issue Type: Improvement
> Components: Chunker, Doccat, Maxent, Name Finder, Parser, POS Tagger, Sentence Detector, Tokenizer
> Reporter: Jörn Kottmann
> Assignee: Jörn Kottmann
> Fix For: tools-1.5.2-incubating
>
>
> 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
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