Classification Performance

Class Overview

	Class ID	1	2	3	4	5
Class Names	Reference	impervious	low vegetation	tree	soil	water
Class Names	Prediction	impervious	low vegetation	tree	soil	water

Confusion Matrix

	Reference Class
	(1)	(2)	(3)	(4)	(5)	Sum
(1) impervious	1257	6	15	1	1	1280
(2) low vegetation	0	235	3	0	0	238
(3) tree	0	4	421	0	1	426
(4) soil	0	0	0	42	0	42
(5) water	0	0	0	0	37	37
Sum	1257	245	439	43	39	2023

Accuracies

Measure	Estimate [%]	95 % Confidence Interval [%]
Overall Accuracy	98.47	98.0	99.05
Kappa Accuracy	97.19	96.22	98.17
Mean F1 Accuracy	97.99	-	-

Class-wise Accuracies

	User's Accuracy [%]			Producer's Accuracy [%]			F1 Accuracy
Map class	Estimate	95 % Interval		Estimate	95% Interval		Estimate	95% Interval
(1) impervious	98.2	98.2	98.2	100.0	99.24	100.76	99.09	99.09	99.09
(2) low vegetation	98.74	97.88	99.6	95.92	94.66	97.17	97.31	96.3	98.31
(3) tree	98.83	97.96	99.69	95.9	95.02	96.77	97.34	96.47	98.21
(4) soil	100.0	99.34	100.66	97.67	97.67	97.67	98.82	98.82	98.82
(5) water	100.0	99.04	100.96	94.87	94.87	94.87	97.37	97.37	97.37

Proportion Matrix

	Reference Class
	(1)	(2)	(3)	(4)	(5)	Sum
(1) impervious	0.542	0.0026	0.0065	0.0004	0.0004	0.5519
(2) low vegetation	0.0	0.1457	0.0019	0.0	0.0	0.1476
(3) tree	0.0	0.0026	0.2738	0.0	0.0007	0.2771
(4) soil	0.0	0.0	0.0	0.0099	0.0	0.0099
(5) water	0.0	0.0	0.0	0.0	0.0098	0.0098
Sum	0.542	0.1509	0.2822	0.0103	0.0109	1.0

Class-wise Proportion and Area Estimates

	Proportion			Area [px]
Map class	Estimate	95 % Interval		Estimate	95 % Interval
(1) impervious	0.6327	0.6327	0.6327	45023.4	45023.4	45023.4
(2) low vegetation	0.1176	0.1127	0.1226	8371.5	8016.1	8727.0
(3) tree	0.2106	0.204	0.2171	14984.3	14517.1	15451.5
(4) soil	0.0208	0.0198	0.0217	1477.3	1408.8	1545.8
(5) water	0.0183	0.0166	0.02	1301.5	1180.9	1422.0