Update README.md

README.md

@@ -31,7 +31,7 @@ inference: false
 
 Here is the aggregated performance of the models over several datasets.
 
-k=X means that as a training data, we took only X examples for each class, trained the model, and evaluated it on the full test set.
+k=X means that as a training data for this evaluation, we took only X examples for each class, trained the model, and evaluated it on the full test set.
 
 | Model | k=1 | k=4 | k=16 | k=64 |
 |----------|----------|----------|----------|----------|