Branch-AI/one_exercise_per_file/week02/day02/ex03/audit/readme.md

1. This question is validated if the outputted plot looks like this:

2. This question is validated if the coefficient and the intercept of the Logistic Regression are:

Intercept:  [-0.98385574]
Coefficient:  [[1.18866075]]

3. This question is validated if the plot looks like this:

4. This question is validated if predict_probability outputs the same probabilities as predict_proba. Note that the values have to match one of the class probabilities, not both. To do so, compare your output with: clf.predict_proba(X)[:,1]. The shape of the arrays is not important.

5. This question is validated if predict_class outputs the same classes as cfl.predict(X). The shape of the arrays is not important.

6. This question is validated if the plot looks like this:

As mentioned, it is not required to shift the class prediction to make the plot easier to understand.

7. This question is validated if the plot looks like this: