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Table 4 Leave-one-out cross validation (LOOCV) of the exposure-response model

From: Perceived annoyance from environmental odors and association with atmospheric ammonia levels in non-urban residential communities: a cross-sectional study

Validation region

Measured annoyance prevalence[a]

LOOCV from NH3 measurements[b]

LOOCV from NH3 estimations[c]

Predicted annoyance prevalence

Absolute error

Relative error,%

Predicted annoyance prevalence

Absolute error

Relative error,%

I

0

0.04

0.04

-

0.01

0.01

-

II

0.34

0.33

−0.02

−5.1

0.27

−0.07

−20

III

0.27

0.28

0.01

3.3

0.25

−0.02

−6.9

IV

0.53

0.56

0.03

5.1

0.42

−0.11

−20

V

0.68

0.65

−0.03

−4.5

0.56

−0.12

−18

  1. [a] Expressed as the proportion of respondents annoyed by odors at each validation region, as obtained from questionnaire responses.
  2. [b] R2 > 0.99 and p-value < 0.05 in all models.
  3. [c] R2 > 0.93 and p-value < 0.05 in all models.