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?
Este exercício faz parte do curso
Predictive Analytics using Networked Data in R
Exercício interativo prático
Transforme a teoria em ação com um de nossos exercícios interativos
