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Table 2 Comparing AUC results before and after adding SNA to statistical features

From: Customer churn prediction in telecom using machine learning in big data platform

Features XGBOOST (%) GSM (B) (%) Random Forest (%) Decision Tree (%)
Statistical features 84 82 79.1 76
SNA features 75.3 71 69 67.2
Statistical and SNA features 93.3 90.89 87.76 83