Update index.html

index.html

@@ -58,7 +58,7 @@
 
 
           <p>
-            The full list of transforms supported by MLTest can be found in the <a href="https://docs.lakera.ai/configuration/robustness">documentation</a>.
+            The full list of transforms supported by MLTest can be found in the <a target="_blank" href="https://docs.lakera.ai/configuration/robustness">documentation</a>.
           </p>
           <p>
             <b>Fairness tests</b>: these tests measure how fair your model is. That means, whether its performance is dependent
@@ -67,11 +67,11 @@
           </p>
           <p>
             We used two types of fairness tests on the age and gender of a person.
-            The <code>Equalized Odds</code> ...
-            The <code>Predictive Equality</code> ...
+            The <code>Equalized Odds</code> test checks that true positive and false positive rates are equal amongst protected attributes.
+            The <code>Predictive Equality</code> test checks that the false positive rates are equal amongst protected attributes.
           </p>
           <p>
-            More fairness tests supported by MLTest can be found in the <a href="https://docs.lakera.ai/configuration/fairness">documentation</a>
+            More fairness tests supported by MLTest can be found in the <a target="_blank" href="https://docs.lakera.ai/configuration/fairness">documentation</a>.
           </p>
         </div>