Table 2 Summary of Recall and F1 model evaluation metrics (mean and SE) among independent variables and post-hoc test pair-wise comparison results (Group). Lowercase letters ‘a–f’ indicate group membership and ‘NS’ indicates no significant difference.
From: Human-mediated dispersal drives the spread of the spotted lanternfly (Lycorma delicatula)
Independent variables | Levels | N | Recall | F1 | ||||
|---|---|---|---|---|---|---|---|---|
Mean | SE | Group | Mean | SE | Group | |||
Year | 2014 | 40 | 1 | 0 | a | 0.12 | 0.03 | f |
2015 | 40 | 0.87 | 0.04 | c | 0.10 | 0.01 | f | |
2016 | 40 | 0.92 | 0.03 | b | 0.21 | 0.04 | e | |
2017 | 40 | 0.88 | 0.04 | c | 0.23 | 0.02 | e | |
2018 | 40 | 0.76 | 0.05 | d | 0.37 | 0.01 | d | |
2019 | 40 | 0.75 | 0.05 | d | 0.41 | 0.02 | c | |
2020 | 40 | 0.71 | 0.05 | e | 0.50 | 0.03 | b | |
2021 | 40 | 0.64 | 0.05 | f | 0.55 | 0.04 | a | |
Intrinsic Rate of Growth (r) | 0.25 | 80 | 0.81 | 0.03 | c | 0.31 | 0.03 | NS |
0.5 | 80 | 0.79 | 0.03 | b | 0.32 | 0.03 | NS | |
1 | 80 | 0.82 | 0.03 | ab | 0.31 | 0.03 | NS | |
1.5 | 80 | 0.83 | 0.03 | a | 0.31 | 0.03 | NS | |
Maximum human-mediated movements | 0 | 64 | 0.34 | 0.04 | b | 0.33 | 0.02 | a |
3 | 64 | 0.93 | 0.01 | a | 0.31 | 0.03 | b | |
5 | 64 | 0.94 | 0.01 | a | 0.31 | 0.03 | b | |
7 | 64 | 0.94 | 0.01 | a | 0.30 | 0.03 | b | |
10 | 64 | 0.94 | 0.01 | a | 0.31 | 0.03 | b | |
Movement type | Non-random | 160 | 0.81 | 0.02 | NS | 0.31 | 0.02 | NS |
Random | 160 | 0.82 | 0.02 | NS | 0.32 | 0.02 | NS | |
