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updated the docs
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@ -120,6 +120,8 @@
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<item>train_probabilistic_decision_function</item>
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<item>cross_validate_trainer</item>
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<item>rank_features</item>
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<item>reduced_decision_function_trainer</item>
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<item>reduced</item>
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</sub>
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</item>
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<item>randomize_samples</item>
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@ -1065,6 +1067,36 @@
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</component>
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<!-- ************************************************************************* -->
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<component>
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<name>reduced</name>
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<file>dlib/svm.h</file>
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<spec_file link="true">dlib/svm/svm_abstract.h</spec_file>
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<description>
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This is a convenience function for creating
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<a href="#reduced_decision_function_trainer">reduced_decision_function_trainer</a>
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objects.
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</description>
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</component>
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<!-- ************************************************************************* -->
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<component>
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<name>reduced_decision_function_trainer</name>
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<file>dlib/svm.h</file>
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<spec_file link="true">dlib/svm/svm_abstract.h</spec_file>
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<description>
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This is a trainer object that is meant to wrap other trainer objects
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that create <a href="#decision_function">decision_function</a> objects.
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It performs post processing on the output decision_function objects
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with the intent of representing the decision_function with fewer
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support vectors.
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</description>
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</component>
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<!-- ************************************************************************* -->
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<component>
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@ -392,6 +392,8 @@
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<term link="algorithms.html#is_binary_classification_problem" name="is_binary_classification_problem"/>
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<term link="algorithms.html#square_root" name="square_root"/>
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<term link="algorithms.html#svm_nu_trainer" name="svm_nu_trainer"/>
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<term link="algorithms.html#reduced" name="reduced"/>
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<term link="algorithms.html#reduced_decision_function_trainer" name="reduced_decision_function_trainer"/>
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<term link="algorithms.html#train_probabilistic_decision_function" name="train_probabilistic_decision_function"/>
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<term link="algorithms.html#cross_validate_trainer" name="cross_validate_trainer"/>
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<term link="algorithms.html#svm_nu_trainer" name="support vector machine"/>
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