diff --git a/Ontologies/v3/explanation-ontology.owl b/Ontologies/v3/explanation-ontology.owl
index e9989ef..c95b0d5 100644
--- a/Ontologies/v3/explanation-ontology.owl
+++ b/Ontologies/v3/explanation-ontology.owl
@@ -1034,6 +1034,18 @@
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+ Lakkaraju, H., Kamar, E., Caruana, R., & Leskovec, J. (2017). Interpretable & explorable approximations of black box models. arXiv preprint arXiv:1707.01154.
+ Average Rule Length
+ The average number of antecedents, connected with the AND operator, of the rules contained in each ruleset
+Lakkaraju et al. (2016); Wu et al. (2018). a, represents the number of antecedents of the ith rule and R = |A| the number of rules
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+ Saad, E. W., & Wunsch II, D. C. (2007). Neural network explanation using inversion. Neural networks, 20(1), 78-93.
+ Fidelity
+ Ratio of input instances on which the predictions of model and rules agree (f) over total instances
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@@ -2697,6 +2720,18 @@ Source: O'Connor, K. J., & Ammen, S. (2012). Play therapy treatment pla
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Rules