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  3. Introduction to Regression with statsmodels in Python

Exercise

Most likely outcome

When explaining your results to a non-technical audience, you may wish to side-step talking about probabilities and simply explain the most likely outcome. That is, rather than saying there is a 60% chance of a customer churning, you say that the most likely outcome is that the customer will churn. The trade-off here is easier interpretation at the cost of nuance.

mdl_churn_vs_relationship, explanatory_data, and prediction_data are available from the previous exercise.

Instructions 1/2

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  • Update prediction_data to add a column of the most likely churn outcome, most_likely_outcome.
  • Print the first five lines of prediction_data.