Table 4. Correlation of age with features used for modeling.
Dimension Type | Corr. Coefficient | |
---|---|---|
Recharge Value | Atomic | 0.06 |
Min Recharge Value | Derived | 0.13 |
Calls made during P2 | Derived | 0.06 |
Percentage of days social network over-the-top applications used during P2 | Derived | -0.29 |
Percentage of social network sessions used during P1 | Derived | -0.07 |
Percent of received calls duration during P2 | Derived | 0.19 |
Percent of received calls duration during P4 | Derived | -0.16 |
Percent of days where over-the-top calls were placed during P2 and P3 | Derived | 0.18 |
Percent of Internet megabytes used during the weekdays | Derived | 0.11 |
Percentage of social network sessions used on weekends and holidays | Derived | -0.26 |
Whatsapp traffic (in MB) generated on weekends and holidays | Derived | -0.15 |