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Table 2 Url metrics

From: Leveraging fine-grained mobile data for churn detection through Essence Random Forest

Feature Label
Entropy duration of website visits—level 1 Entropy duration of website visits—level 1
Entropy visits of website—level 1 Entropy visits of website—level 1
Number of unique websites—level 1 Number of unique websites—level 1
Total visits to number of unique websites ratio—level 1 Total visits to number of unique websites ratio—level 1
Entropy duration of website visits—level 2 Entropy duration of website visits—level 2
Entropy visits of website—level 2 Entropy visits of website—level 2
Number of unique websites—level 2 Number of unique websites—level 2
Total visits to number of unique websites ratio—level 2 Total visits to number of unique websites ratio—level 2
Entropy duration of website visits—level 3 Entropy duration of website visits—level 3
Entropy visits of website—level 3 Entropy visits of website—level 3
Number of unique websites—level 3 Number of unique websites—level 3
Total visits to number of unique websites ratio—level 3 Total visits to number of unique websites ratio—level 3
\({\mathrm {UrlAvgChurn}}_{\mathrm{level1,visits,overall}}\) Churn % of people visiting same url level1 weighted by contribution to overall visits
\({\mathrm {UrlAvgChurn}}_{\mathrm{level1,total visits,overall}}\) Churn % of people visiting same url level1 weighted by contribution to overall total visits
\({\mathrm {UrlAvgChurn}}_{\mathrm{level1,total visits duration,overall}}\) Churn % of people visiting same url level1 weighted by contribution to overall total visits duration
\({\mathrm {UrlAvgChurn}}_{\mathrm{level1,total pages viewed,overall}}\) Churn % of people visiting same url level1 weighted by contribution to overall total pages viewed
\({\mathrm {UrlAvgChurn}}_{\mathrm{level1,visits,individual}}\) Churn % of people visiting same url level1 weighted by contribution to individual visits
\({\mathrm {UrlAvgChurn}}_{\mathrm{level1,total visits,individual}}\) Churn% of people visiting same url level1 weighted by contribution to individual total visits
\({\mathrm {UrlAvgChurn}}_{\mathrm{level1,total visits duration,individual}}\) Churn % of people visiting same url level1 weighted by contribution to individual total visits duration
\({\mathrm {UrlAvgChurn}}_{\mathrm{level1,total pages viewed,individual}}\) Churn % of people visiting same url level1 weighted by contribution to individual total pages viewed
\({\mathrm {UrlAvgChurn}}_{\mathrm{level2,visits,overall}}\) Churn % of people visiting same url level2 weighted by contribution to overall visits
\({\mathrm {UrlAvgChu}}_{\mathrm{level2,total visits,overall}}\) Churn % of people visiting same url level2 weighted by contribution to overall total visits
\({\mathrm {UrlAvgChurn}}_{\mathrm{level2,total visits duration,overall}}\) Churn % of people visiting same url level2 weighted by contribution to overall total visits duration
\({\mathrm {UrlAvgChurn}}_{\mathrm{level2,total pages viewed,overall}}\) Churn % of people visiting same url level2 weighted by contribution to overall total pages viewed
\({\mathrm {UrlAvgChurn}}_{\mathrm{level2,visits,individual}}\) Churn % of people visiting same url level2 weighted by contribution to individual visits
\({\mathrm {UrlAvgChurn}}_{\mathrm{level2,total visits,individual}}\) Churn % of people visiting same url level2 weighted by contribution to individual total visits
\({\mathrm {UrlAvgChurn}}_{\mathrm{level2,total visits duration,individual}}\) Churn % of people visiting same url level2 weighted by contribution to individual total visits duration
\({\mathrm {UrlAvgChurn}}_{\mathrm{level2,total pages viewed,individual}}\) Churn % of people visiting same url level2 weighted by contribution to individual total pages viewed
\({\mathrm {UrlAvgChurn}}_{\mathrm{level3,visits,overall}}\) Churn % of people visiting same url level3 weighted by contribution to overall visits
\({\mathrm {UrlAvgChurn}}_{\mathrm{level3,total visits,overall}}\) Churn % of people visiting same url level3 weighted by contribution to overall total visits
\({\mathrm {UrlAvgChurn}}_{\mathrm{level3,total visits duration,overall}}\) Churn % of people visiting same url level3 weighted by contribution to overall total visits duration
\({\mathrm {UrlAvgChurn}}_{\mathrm{level3,total pages viewed,overall}}\) Churn % of people visiting same url level3 weighted by contribution to overall total pages viewed
\({\mathrm {UrlAvgChurn}}_{\mathrm{level3,visits,individual}}\) Churn % of people visiting same url level3 weighted by contribution to individual visits
\({\mathrm {UrlAvgChurn}}_{\mathrm{level3,total visits,individual}}\) Churn % of people visiting same url level3 weighted by contribution to individual total visits
\({\mathrm {UrlAvgChurn}}_{\mathrm{level3,total visits duration,individual}}\) Churn % of people visiting same url level3 weighted by contribution to individual total visits duration
\({\mathrm {UrlAvgChurn}}_{\mathrm{level3,total pages viewed.individual}}\) Churn % of people visiting same url level3 weighted by contribution to individual total pages viewed