diff --git a/docs/build/.doctrees/environment.pickle b/docs/build/.doctrees/environment.pickle
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Binary files a/docs/build/.doctrees/environment.pickle and b/docs/build/.doctrees/environment.pickle differ
diff --git a/docs/build/.doctrees/references/multiview_platform.mono_multi_view_classifiers.doctree b/docs/build/.doctrees/references/multiview_platform.mono_multi_view_classifiers.doctree
index 0f00d82619258470e99c654164220bd0586bf716..d8b143455051a3d65c72bde7805864378a113940 100644
Binary files a/docs/build/.doctrees/references/multiview_platform.mono_multi_view_classifiers.doctree and b/docs/build/.doctrees/references/multiview_platform.mono_multi_view_classifiers.doctree differ
diff --git a/docs/build/index.html b/docs/build/index.html
index 306ba5c865433a584ccded648a4e3dec0d835e73..01f09ebad87717b64e746989ef3e1c37cbcc90b6 100644
--- a/docs/build/index.html
+++ b/docs/build/index.html
@@ -102,6 +102,7 @@ contain the root <cite>toctree</cite> directive.</p>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="tutorials/example5.html">Taking control : Use your own algorithms</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="tutorials/example5.html#simple-task-adding-a-monoview-classifier">Simple task : Adding a monoview classifier</a></li>
+<li class="toctree-l3"><a class="reference internal" href="tutorials/example5.html#more-complex-task-adding-a-multiview-classifier">More complex task : Adding a multiview classifier</a></li>
 </ul>
 </li>
 </ul>
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.html
index 470c49f0387ac1a277c11dcfe378e0693108eee5..d1e97060cd3cc2162764d524a5718b1b372f693c 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.html
@@ -958,7 +958,7 @@ Values : The scores and names of each classifier .</li>
 
 <dl class="function">
 <dt id="multiview_platform.mono_multi_view_classifiers.result_analysis.publish_iter_biclass_example_errors">
-<code class="descname">publish_iter_biclass_example_errors</code><span class="sig-paren">(</span><em>iter_results</em>, <em>directory</em>, <em>labels_dictionary</em>, <em>stats_iter</em>, <em>example_ids</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.result_analysis.publish_iter_biclass_example_errors" title="Permalink to this definition">¶</a></dt>
+<code class="descname">publish_iter_biclass_example_errors</code><span class="sig-paren">(</span><em>iter_results</em>, <em>directory</em>, <em>labels_dictionary</em>, <em>stats_iter</em>, <em>example_ids</em>, <em>labels</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.result_analysis.publish_iter_biclass_example_errors" title="Permalink to this definition">¶</a></dt>
 <dd></dd></dl>
 
 <dl class="function">
diff --git a/docs/build/searchindex.js b/docs/build/searchindex.js
index 1d6269da33cbd72baa34a2f239d6afca40b9ac3c..fa03a8b9a3858f1e726dfd82e4c210a83259848c 100644
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+++ b/docs/build/searchindex.js
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