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Table 9 Image classification accuracy by group in four classes, where A = Asymptomatic trees, B = trees defoliated less than 50%, C = trees defoliated more than 50% and D = dead trees, PA = producer’s accuracy, UA = user’s accuracy, value shown in bold = overall accuracy. Classification and reference (field check) frequencies are arranged in rows and columns respectively

From: Assessing a novel modelling approach with high resolution UAV imagery for monitoring health status in priority riparian forests

  

Predicted

  

Health status

A

B

C

D

PA

Observed

A

24

5

1

0

30

0.8

B

2

6

4

0

12

0.5

C

3

0

8

3

14

0.57

D

0

0

2

23

25

0.92

29

11

15

26

61

 
 

UA

0.823

0.54

0.53

0.88

 

0.75

  1. Kappa index = 0.65