Merge pull request #307 from IFCA-Advanced-Computing/fix-detectors-readme

Fix detectors README

Author: Jaime Céspedes Sisniega

README.md

@@ -337,13 +337,7 @@ The currently implemented detectors are listed in the following table.
   <tr>
     <td rowspan="18" style="text-align: center; border: 1px solid grey; padding: 8px;">Data drift</td>
     <td rowspan="16" style="text-align: center; border: 1px solid grey; padding: 8px;">Batch</td>
-    <td rowspan="10" style="text-align: center; border: 1px solid grey; padding: 8px;">Distance based</td>
-    <td style="text-align: center; border: 1px solid grey; padding: 8px;">U</td>
-    <td style="text-align: center; border: 1px solid grey; padding: 8px;">N</td>
-    <td style="text-align: center; border: 1px solid grey; padding: 8px;">Anderson-Darling test</td>
-    <td style="text-align: center; border: 1px solid grey; padding: 8px;"><a href="https://doi.org/10.2307/2288805">Scholz and Stephens (1987)</a></td>
-  </tr>
-  <tr>
+    <td rowspan="9" style="text-align: center; border: 1px solid grey; padding: 8px;">Distance based</td>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;">U</td>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;">N</td>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;">Bhattacharyya distance</td>
@@ -388,27 +382,32 @@ The currently implemented detectors are listed in the following table.
   <tr>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;">M</td>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;">N</td>
-    <td style="text-align: center; border: 1px solid grey; padding: 8px;">MMD</td>
+    <td style="text-align: center; border: 1px solid grey; padding: 8px;">Maximum Mean Discrepancy</td>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;"><a href="https://dl.acm.org/doi/10.5555/2188385.2188410">Gretton et al. (2012)</a></td>
   </tr>
   <tr>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;">U</td>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;">N</td>
-    <td style="text-align: center; border: 1px solid grey; padding: 8px;">PSI</td>
+    <td style="text-align: center; border: 1px solid grey; padding: 8px;">Population Stability Index</td>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;"><a href="https://doi.org/10.1057/jors.2008.144">Wu and Olson (2010)</a></td>
   </tr>
   <tr>
-    <td rowspan="6" style="text-align: center; border: 1px solid grey; padding: 8px;">Statistical test</td>
+    <td rowspan="7" style="text-align: center; border: 1px solid grey; padding: 8px;">Statistical test</td>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;">U</td>
-    <td style="text-align: center; border: 1px solid grey; padding: 8px;">C</td>
-    <td style="text-align: center; border: 1px solid grey; padding: 8px;">Chi-square test</td>
-    <td style="text-align: center; border: 1px solid grey; padding: 8px;"><a href="https://doi.org/10.1080/14786440009463897">Pearson (1900)</a></td>
+    <td style="text-align: center; border: 1px solid grey; padding: 8px;">N</td>
+    <td style="text-align: center; border: 1px solid grey; padding: 8px;">Anderson-Darling test</td>
+    <td style="text-align: center; border: 1px solid grey; padding: 8px;"><a href="https://doi.org/10.2307/2288805">Scholz and Stephens (1987)</a></td>
   </tr>
   <tr>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;">U</td>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;">N</td>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;">Baumgartner-Weiss-Schindler test</td>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;"><a href="https://doi.org/10.2307/2533862">Baumgartner et al. (1998)</a></td>
+  </tr>
+    <td style="text-align: center; border: 1px solid grey; padding: 8px;">U</td>
+    <td style="text-align: center; border: 1px solid grey; padding: 8px;">C</td>
+    <td style="text-align: center; border: 1px solid grey; padding: 8px;">Chi-square test</td>
+    <td style="text-align: center; border: 1px solid grey; padding: 8px;"><a href="https://doi.org/10.1080/14786440009463897">Pearson (1900)</a></td>
   </tr>
   <tr>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;">U</td>
@@ -439,7 +438,7 @@ The currently implemented detectors are listed in the following table.
     <td style="text-align: center; border: 1px solid grey; padding: 8px;">Distance based</td>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;">M</td>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;">N</td>
-    <td style="text-align: center; border: 1px solid grey; padding: 8px;">MMD</td>
+    <td style="text-align: center; border: 1px solid grey; padding: 8px;">Maximum Mean Discrepancy</td>
     <td style="text-align: center; border: 1px solid grey; padding: 8px;"><a href="https://dl.acm.org/doi/10.5555/2188385.2188410">Gretton et al. (2012)</a></td>
   </tr>
   <tr>