diff --git a/piscine/week02/day02/ex01/audit/README.md b/piscine/week02/day02/ex01/audit/README.md
index 1ab32ad..b006f52 100644
--- a/piscine/week02/day02/ex01/audit/README.md
+++ b/piscine/week02/day02/ex01/audit/README.md
@@ -1,20 +1,8 @@
-##### The exercice is validated is all questions of the exercice are validated
+##### The question 1 is validated if the predicted class is `0`.
 
-##### The question 1 is validated if the fitted logistic regression returns:
+##### The question 2 is validated if the predicted probabilities are `[0.61450526 0.38549474]`
 
-```python
-LogisticRegression(C=1.0, class_weight=None, dual=False, fit_intercept=True,
-                   intercept_scaling=1, l1_ratio=None, max_iter=100,
-                   multi_class='auto', n_jobs=None, penalty='l2',
-                   random_state=0, solver='lbfgs', tol=0.0001, verbose=0,
-                   warm_start=False)
-```
-
-##### The question 2 is validated if the predicted class is `0`.
-
-##### The question 3 is validated if the predicted probabilities are `[0.61450526 0.38549474]`
-
-##### The question 4 is validated if the output is:
+##### The question 3 is validated if the output is:
 
 ```console
 Coefficient: 
@@ -23,4 +11,4 @@ Intercept:
  [-0.87522391]
 Score: 
  0.7142857142857143
-```
\ No newline at end of file
+```