Table 4 Accuracy of each combination of HDA and stream
From: Evaluation of home detection algorithms on mobile phone data using individual-level ground truth
three nearest towers | nearest tower | |||||
|---|---|---|---|---|---|---|
CDRs | XDRs | CPRs | CDRs | XDRs | CPRs | |
DD | 0.40 | 0.66 | 0.63 | 0.22 | 0.40 | 0.35 |
MA | 0.26 | 0.57 | 0.49 | 0.15 | 0.34 | 0.25 |
MA-R | 0.31 | 0.38 | 0.35 | 0.15 | 0.20 | 0.09 |
MA-WE | 0.51 | 0.62 | 0.54 | 0.25 | 0.35 | 0.28 |
MA-WK | 0.22 | 0.52 | 0.48 | 0.12 | 0.31 | 0.25 |
TC-19-7 | 0.42 | 0.68 | 0.65 | 0.25 | 0.43 | 0.40 |
TC-7-19 | 0.22 | 0.31 | 0.34 | 0.12 | 0.18 | 0.17 |
TC-R-19-7 | 0.31 | 0.43 | 0.38 | 0.11 | 0.22 | 0.11 |
TC-R-7-19 | 0.29 | 0.32 | 0.28 | 0.14 | 0.15 | 0.12 |
TC-WE-19-7 | 0.42 | 0.60 | 0.54 | 0.20 | 0.34 | 0.32 |
TC-WE-7-19 | 0.40 | 0.58 | 0.58 | 0.25 | 0.34 | 0.31 |
TC-WK-19-7 | 0.37 | 0.69 | 0.66 | 0.23 | 0.45 | 0.42 |
TC-WK-7-19 | 0.17 | 0.15 | 0.23 | 0.09 | 0.09 | 0.11 |
avg | 0.33 | 0.50 | 0.47 | 0.18 | 0.29 | 0.24 |