Measure top decile lift
Compute and compare the top decile lift of the churn prediction models using the function TopDecileLift()
in the lift
package.
The function takes two arguments:
- The true churn label in the test set,
test_set$Future
. - The model prediction:
a. For logistic regression, use the prediction from the
predict
function. b. For random forest, use the second column of the predictions from thepredict
function.
The objects firstPredictions
, secondPredictions
, thirdPredictions
, and rfPredictions
, and the package lift
have been loaded for you.
Which model has the highest top decile lift?
Diese Übung ist Teil des Kurses
Predictive Analytics using Networked Data in R
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