kNN Calculated Proportions Dr. Ballings,
Once we have calculated the proportion of a churn happening for each instance of the new data, is it fine if we simply tack this proportion
on to the end of the data frame to a column called 'churn '?
Or do you actually want a 0 or 1. I ask because I tried changing the value of k to a 6 and found some proportions at .50.
Answers and follow-up questions Answer or follow-up question 1
Yes. The proportions equal the probabilities (scores) in KNN.
We always want the scores and never the labels.
Why? Scores contain more information.
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