Research Article

One-Step Dynamic Classifier Ensemble Model for Customer Value Segmentation with Missing Values

Table 6

Comparison of churn prediction performance in “China churn” dataset.

ModelTotal accuracyAUCType I accuracyType II accuracy

LMF0.81240.84800.73640.8201
ODCEM0.93130.90570.85390.9391
KI-SVM0.85380.87470.82290.8570
MS-SVM0.86380.87930.80220.8701
EM-SVM0.89540.88200.78990.9061
RI-SVM0.82800.82240.70880.8401

Note: the bold-face in Table 6 shows the maximum of each column.