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From "Yexi Jiang (JIRA)" <j...@apache.org>
Subject [jira] [Created] (HAMA-760) Add new features to existing Multi Layer Perceptron
Date Sat, 08 Jun 2013 03:38:20 GMT
Yexi Jiang created HAMA-760:
-------------------------------

             Summary: Add new features to existing Multi Layer Perceptron
                 Key: HAMA-760
                 URL: https://issues.apache.org/jira/browse/HAMA-760
             Project: Hama
          Issue Type: New Feature
            Reporter: Yexi Jiang
            Assignee: Yexi Jiang


Current MultiLayerPerceptron has only implemented the basic features of a Multi Layer Perceptron.

There are still several features need to be implemented.
In the next step the following features should be added:
1) add more cost functions such as cross entropy.
2) add momentum and regularization.
3) make the training method in MLP be public to allow user to use MLP in a standalone algorithm.
4) add more test cases on other applications, at least one with regression and one with classification.


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