updated the docs

--HG--
extra : convert_revision : svn%3Afdd8eb12-d10e-0410-9acb-85c331704f74/trunk%403316

docs/docs/ml.xml

@@ -123,6 +123,7 @@ Davis E. King. <a href="http://www.jmlr.org/papers/volume10/king09a/king09a.pdf"
          <name>Miscellaneous</name>
          <item>vector_normalizer</item> 
          <item>vector_normalizer_pca</item> 
+         <item>discriminant_pca</item> 
          <item>randomize_samples</item> 
          <item>is_binary_classification_problem</item> 
          <item>test_binary_decision_function</item> 
@@ -323,6 +324,22 @@ Davis E. King. <a href="http://www.jmlr.org/papers/volume10/king09a/king09a.pdf"
    <!-- ************************************************************************* -->
 
       
+      <component>
+         <name>discriminant_pca</name>
+         <file>dlib/statistics.h</file>
+         <spec_file link="true">dlib/statistics/dpca_abstract.h</spec_file>
+         <description>
+                This object implements the Discriminant PCA technique described in the paper:
+                  <blockquote>
+                    A New Discriminant Principal Component Analysis Method with Partial Supervision
+                    by Dan Sun and Daoqiang Zhang
+                  </blockquote>
+         </description>
+
+      </component>
+      
+   <!-- ************************************************************************* -->
+
       <component>
          <name>vector_normalizer_pca</name>
          <file>dlib/statistics.h</file>

docs/docs/term_index.xml

@@ -112,6 +112,7 @@
          <term link="ml.html#mlp" name="neural network"/>
          <term file="ml.html" name="svm_pegasos"/>
          <term file="ml.html" name="empirical_kernel_map"/>
+         <term file="dlib/svm/empirical_kernel_map_abstract.h.html" name="empirical_kernel_map_error"/>
          <term file="ml.html" name="kernel_matrix"/>
          <term file="ml.html" name="batch"/>
          <term file="ml.html" name="verbose_batch"/>
@@ -139,6 +140,8 @@
          <term file="ml.html" name="linearly_independent_subset_finder"/>
          <term file="ml.html" name="vector_normalizer"/>
          <term file="ml.html" name="vector_normalizer_pca"/>
+         <term file="ml.html" name="discriminant_pca"/>
+         <term file="dlib/statistics/dpca_abstract.h.html" name="discriminant_pca_error"/>
          <term file="ml.html" name="kkmeans"/>
          <term file="ml.html" name="pick_initial_centers"/>
          <term file="ml.html" name="rank_features"/>