updated docs

docs/docs/ml.xml

@@ -249,6 +249,7 @@ Davis E. King. <a href="http://jmlr.csail.mit.edu/papers/volume10/king09a/king09
          <item>ranking_pair</item>
          <item>is_ranking_problem</item>
          <item>count_ranking_inversions</item>
+         <item>learn_platt_scaling</item>
 
          
 
@@ -912,6 +913,35 @@ Davis E. King. <a href="http://jmlr.csail.mit.edu/papers/volume10/king09a/king09
                                  
       </component>
       
+   <!-- ************************************************************************* -->
+      
+      <component>
+         <name>learn_platt_scaling</name>
+         <file>dlib/svm.h</file>
+         <spec_file link="true">dlib/svm/svm_abstract.h</spec_file>
+         <description>
+
+            <p>
+              This function is an implementation of the algorithm described in the following
+              papers: 
+              <blockquote>
+                Probabilistic Outputs for Support Vector Machines and Comparisons to
+                Regularized Likelihood Methods by John C. Platt.  March 26, 1999
+                <br/>
+                <br/>
+                A Note on Platt's Probabilistic Outputs for Support Vector Machines
+                by Hsuan-Tien Lin, Chih-Jen Lin, and Ruby C. Weng
+              </blockquote>
+            </p>
+            <p>
+               This function is the tool used to implement the 
+               <a href="#train_probabilistic_decision_function">train_probabilistic_decision_function</a> routine.
+            </p>
+
+         </description>
+                                 
+      </component>
+      
    <!-- ************************************************************************* -->
       
       <component>

docs/docs/term_index.xml

@@ -38,6 +38,8 @@
          <term file="dlib/optimization/optimization_line_search_abstract.h.html" name="optimize_single_variable_failure"/>
          <term file="dlib/optimization/optimization_bobyqa_abstract.h.html" name="bobyqa_failure"/>
          <term file="dlib/optimization/optimization_oca_abstract.h.html" name="oca_problem"/>
+         <term file="dlib/svm/svm_abstract.h.html" name="platt_scale"/>
+         <term file="ml.html" name="learn_platt_scaling"/>
          <term file="ml.html" name="structural_svm_problem"/>
          <term file="ml.html" name="structural_svm_problem_threaded"/>
          <term file="ml.html" name="structural_svm_object_detection_problem"/>