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  3. Introduction to Predictive Analytics in Python

Exercise

Showing the coefficients and intercept

Once the logistic regression model is ready, it can be interesting to have a look at the coefficients to check whether the model makes sense.

Given a fitted logistic regression model logreg, you can retrieve the coefficients using the attribute coef_. The order in which the coefficients appear, is the same as the order in which the variables were fed to the model. The intercept can be retrieved using the attribute intercept_.

The logistic regression model that you built in the previous exercises has been added and fitted for you in logreg.

Instructions

100 XP
  • Assign the coefficients of the logistic regression model to the list coef.
  • Assign the intercept of the logistic regression model to the variable intercept.