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. 2021 Jul 1;11(15):10192–10206. doi: 10.1002/ece3.7826

TABLE 4.

The true and estimated values of prevalence and c

Type True value Estimated value Relative error (%)
P(y = 1|x) c P(y = 1|x) c P(y = 1|x) c
Spec1 0.1638 0.5498 0.1531 0.5664 −6.53 3.02
Spec2 0.3298 0.3775 0.3117 0.3908 −5.48 3.54
Spec3 0.4471 0.3091 0.4128 0.3263 −7.66 5.59
Spec4 0.0503 0.7991 0.0490 0.8032 −2.60 0.52
Spec5 0.7837 0.2033 0.7988 0.2002 1.93 −1.51
Urban 0.2292 0.4660 0.2275 0.4678 −0.74 0.39
Tree 0.2106 0.4871 0.2394 0.4552 13.68 −6.56
Grass 0.1880 0.5154 0.1839 0.5210 −2.18 1.08