Table 1. Mean age predictions of female and male wild-type Ae. aegypti mosquitoes using the cross validation method for samples used in the model and the prediction method for samples that were excluded from the model.
Wild-type Ae. aegypti females | Wild-type Ae. aegypti males | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Cross validation set1 [N = 101] | Prediction set2 [N = 501] | Cross validation set1 [N = 142] | Prediction set2 [N = 253] | ||||||||
Actual age | Mean predicted age [95% CI] | SEM | Actual age | Mean predicted age [95% CI] | SEM | Actual age | Mean predicted age [95% CI] | SEM | Actual age | Mean predicted age [95% CI] | SEM |
1 | 3.0a[0.9–5.6] | 0.9 | 1 | 5.3a [3.8–6.7] | 0.7 | 1 | 5.7a[3.6–7.7] | 0.9 | 9 | 8.5a [7.1–10.0] | 0.7 |
5 | 6.5b[4.8–8.3] | 0.8 | 5 | 4.1a [3.1–5.1] | 0.5 | 5 | 7.2a,b[5.5–8.8] | 0.7 | 13 | 10.4a [9.5–11.4] | 0.5 |
17 | 15.9c[14.7–17.2] | 0.5 | 9 | 10.7b [9.6–11.7] | 0.5 | 9 | 8.2a,b[6.6–9.8] | 0.7 | 17 | 16.8b [15.9–17.8] | 0.5 |
21 | 18.3c[16.8–19.8] | 0.7 | 13 | 14.6c [12.8–16.4] | 0.9 | 17 | 15.2c[13.7–16.6] | 0.7 | 21 | 19.5c [18.3–20.8] | 0.6 |
17 | 18.0d,f [16.8–19.3] | 0.6 | 21 | 17.3c[15.9–18.7] | 0.6 | 25 | 21.5c [20.5–22.6] | 0.5 | |||
21 | 19.6c,d,e,f [17.3–22.0] | 0.9 | 30 | 28.1d[24.8–31.8] | 1.6 | 30 | |||||
25 | 23.2e [22.1–24.2] | 0.5 | |||||||||
30 | 19.9f[18.9–20.9] | 0.3 |
Means followed by the same letter are not significantly different at P<0.05 when using Tukey post hoc test
Actual and mean predicted ages shown are in days
1 The accuracy of samples used to develop calibration models
2 The accuracy of samples used to validate models