updated the docs

--HG--
extra : convert_revision : svn%3Afdd8eb12-d10e-0410-9acb-85c331704f74/trunk%402399

docs/docs/algorithms.xml

@@ -117,6 +117,7 @@
                <item>kcentroid</item>
                <item>kkmeans</item>
                <item>svm_nu_trainer</item> 
+               <item>rbf_network_trainer</item> 
                <item>train_probabilistic_decision_function</item> 
                <item>cross_validate_trainer</item> 
                <item>rank_features</item> 
@@ -906,6 +907,18 @@
       
    <!-- ************************************************************************* -->
       
+      <component>
+         <name>rbf_network_trainer</name>
+         <file>dlib/svm.h</file>
+         <spec_file link="true">dlib/svm/rbf_network_abstract.h</spec_file>
+         <description>
+               Trains a radial basis function network and outputs a <a href="#decision_function">decision_function</a>. 
+         </description>
+      </component>
+      
+   <!-- ************************************************************************* -->
+
+      
       <component>
          <name>svm_nu_trainer</name>
          <file>dlib/svm.h</file>

docs/docs/term_index.xml

@@ -392,6 +392,7 @@
          <term link="algorithms.html#is_binary_classification_problem" name="is_binary_classification_problem"/>
          <term link="algorithms.html#square_root" name="square_root"/>
          <term link="algorithms.html#svm_nu_trainer" name="svm_nu_trainer"/>
+         <term link="algorithms.html#rbf_network_trainer" name="rbf_network_trainer"/>
          <term link="algorithms.html#reduced" name="reduced"/>
          <term link="algorithms.html#reduced_decision_function_trainer" name="reduced_decision_function_trainer"/>
          <term link="algorithms.html#train_probabilistic_decision_function" name="train_probabilistic_decision_function"/>