Research Article

Clairvoyant: AdaBoost with Cost-Enabled Cost-Sensitive Classifier for Customer Churn Prediction

Algorithm 1

AdaBoostWithCost: the proposed cost-sensitive boosting algorithm.
Require: A training set S = (, ), (, ), …, (, )
Ensure: Final Classifier.
(1)fordo
(2)
(3)end for
(4)
(5)for t = 1 to T do
(6)
(7)
(8)
(9)
(10)
(11)end for
(12)fordo
(13)
(14)
(15)(Where )
(16)end for