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diff --git a/loael.Rmd b/loael.Rmd
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--- a/loael.Rmd
+++ b/loael.Rmd
@@ -684,11 +684,6 @@ is required. This can be done in the graphical interface
 (<https://lazar.in-silico.ch>) which provides intuitive means of inspecting the
 rationales and data used for read across predictions.
 
-Finally there is a substantial number of compounds
-(`r length(unique(t$SMILES))-length(training$LOAEL_predicted)`),
-where no predictions can be made, because there are no similar compounds in the training data. These compounds clearly fall beyond the applicability domain of the training dataset 
- and in such cases it is preferable to avoid predictions instead of random guessing.
-
 Summary
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