I just developed a logistic regression model predicting customer churn (i.e how likely is a customer to leave us in the future?)
To understand the impact of my independent variables I calculated Odds ratio using the following function.
Where trainingmodel is the name of my model.
And I get the following results:
AIRTIME 9.789127e-01 Site.Report.By.Vehicle1 1.241823e+00
Both AIRTIME and Site Report are a feature of product we offer. In my dataset, AIRTIME is a continuous variable whereas Site.Report.By.Vehicle1 is a categorical variable with just two levels, ie. someone using the Site Report or not?
Can someone please help me to understand how to interpret the above number for AIRTIME and Site Report?