ClassiferA Java implementation of a maximum entropy classifier. | |
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- License:
- GPL
- Publisher Name:
- The Stanford Natural Language Processing Group
- File Size:
- 3.2 MB
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Classifer Description
Classifier is a machine learning tool that will take data items and place them into one of k classes. A probabilistic classifier, like this one, can also give a probability distribution over the class assignment for a data item. This software is a Java implementation of a maximum entropy classifier. Maximum entropy models are otherwise known as conditional loglinear models, and are essentially equivalent to multiclass logistic regression models (though parameterized slightly differently, in a way that is advantageous with sparse explanatory feature vectors).
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