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

Table 7

Summarized comparison of measure indices.

Iteration rounds	Performance metrices	AdaBoost classifier	AdaBoostWithCost classifier
10	False-negative error	649	388
	Misclassification cost	8422	7015
20	False-negative error	463	345
	Misclassification cost	7036	6802
40	False-negative error	390	70
	Misclassification cost	6521	5168
Mean misclassification cost		6676.3	6328.3