##### The exercice is validated is all questions of the exercice are validated ##### The question 1 is validated if the fitted logistic regression returns: ```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: ```console Coefficient: [[0.81786797]] Intercept: [-0.87522391] Score: 0.7142857142857143 ```