Update README.md

README.md

@@ -66,6 +66,8 @@ The model plot is below.
 
 ## Evaluation Results
 
+To test the robustness of MLstructureMining, we deploy zeroth-order optimization (ZOO) from the (Adversarial Robustness Toolbox)[https://github.com/Trusted-AI/adversarial-robustness-toolbox] (ART) library to perform adversarial attacks.
+
 You can find the details about evaluation process and the evaluation results.
 
 
@@ -73,6 +75,9 @@ You can find the details about evaluation process and the evaluation results.
 | Metric   | Value   |
 |----------|---------|
 | Accuracy | 91% |
+| Top-3 Accuracy | 99% |
+| ZOO Accuracy | 89% |
+| ZOO Top-3 Accuracy | 97% |
 
 # How to Get Started with the Model
 
@@ -100,11 +105,13 @@ pred = bst.predict(data_xgb)
 # Model Card Authors
 
 This model card is written by following authors:
+
 Emil T. S. Kjær
 
 # Model Card Contact
 
 You can contact the model card authors through following channels:
+
 emil.thyge.kjær@gmail.com
 
 # Citation