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Posted to dev@hama.apache.org by "Yexi Jiang (JIRA)" <ji...@apache.org> on 2013/06/08 05:38:20 UTC
[jira] [Created] (HAMA-760) Add new features to existing Multi
Layer Perceptron
Yexi Jiang created HAMA-760:
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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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