Fig. 13
From: Customer churn prediction in telecom using machine learning in big data platform
Important features per type according to XGBOOST, panel (a) shows the ranking of important Statistical features, panel (b) shows the ranking of important Social Network Analysis features, while panel (c) shows how adding both Statistical and SNA features re-ranks their importance in XGBOOST algorithm. The orange color is used in all panels to represent the Statistical features and the blue one for SNA features