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From "Theodore Vasiloudis (JIRA)" <j...@apache.org>
Subject [jira] [Created] (FLINK-2297) Add threshold setting for SVM binary predictions
Date Tue, 30 Jun 2015 13:06:04 GMT
Theodore Vasiloudis created FLINK-2297:
------------------------------------------

             Summary: Add threshold setting for SVM binary predictions
                 Key: FLINK-2297
                 URL: https://issues.apache.org/jira/browse/FLINK-2297
             Project: Flink
          Issue Type: Improvement
          Components: Machine Learning Library
            Reporter: Theodore Vasiloudis
            Priority: Minor
             Fix For: 0.10


Currently SVM outputs the raw decision function values when using the predict function.

We should have instead the ability to set a threshold above which examples are labeled as
positive (1.0) and below negative (-1.0). Then the prediction function can be directly used
for evaluation.



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