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 |