Table 10 This table summarizes the results from the k − 1 ’LOOCV’ cross-validation analysis

From: Estimating the size of urban populations using Landsat images: a case study of Bo, Sierra Leone, West Africa

Name	(1)	(2)	(3)	(4)	(5)	(6)	(7)	(8)	(9)	(10)
Name	Pop	Area	d	\(\sqrt{(}d)\)	\({\widehat{d}}\)	\(\widehat{d^2}\)	\(Er(\sqrt{d})\)	\(\%{Er(\sqrt{d}}\)	\(Er(\widehat{d^2})\)	\(\%{RE(\widehat{d^2})}\)
Roma	139	0.04	3510.72	59.25	70.39	4954.9	11.14	18.8	1444.18	41.14
Bo Central	273	0.066	4137.9	64.33	60.44	3653.53	3.88	6.03	484.37	− 11.71
Toubu	454	0.016	28089.66	167.6	160.05	25617.12	7.55	4.5	2472.54	− 8.80
Salina	580	0.467	1242.8	35.25	33.94	1151.93	1.31	3.73	90.87	− 7.31
Dodo	597	0.049	12126.22	110.12	111.22	12370.87	1.11	1	244.65	2.02
Reservation	637	2.329	273.5	16.54	16.91	285.8	0.37	2.22	12.3	4.50
Kpetewoma	640	0.197	3250.74	57.02	52.63	2769.82	4.39	7.69	480.92	− 14.79
Lewabu	879	0.479	1836.16	42.85	46.54	2166.06	3.69	8.61	329.9	17.97
Tengbewabu	1068	0.68	1571.17	39.64	42.41	1798.53	2.77	6.99	227.36	14.47
New York	1088	1.513	719.3	26.82	23.01	529.41	3.81	14.21	189.89	− 26.40
Komende	1103	0.196	5622.16	74.98	76.52	5856.04	1.54	2.06	233.88	4.16
Kindia Town	1160	0.146	7972.46	89.29	94.36	8903.89	5.07	5.68	931.43	11.68
New Site	1248	0.686	1818.17	42.64	47.27	2234.43	4.63	10.86	416.26	22.89
Yemoh Town	1858	0.404	4602.47	67.84	75.01	5626.04	7.17	10.56	1023.57	22.24
Median (abs)	1078.00	0.35	4370.19	66.09	67.11	4504.31	3.85	5.57	424.25	11.15
Mean (abs)	1297.70	0.48	6180.05	69.14	69.00	6098.19	3.89	7.41	568.21	14.58

For each section, col (1) is the section population, Col (2) is the area in \(km^2\), and column (3) is the population density \(d = persons/area\). Col (4) is the transform \(\sqrt{d}\), col (5) is the estimate \(\widehat{\sqrt{d}}\), and (6) is the back-transformed estimate of \({\hat{d}}\). Cols (7) and (8) are the error (Er) and RE) of the estimated variable \(\widehat{\sqrt{d}}\); and cols (9) and (10) are the corresponding error functions for the back-transformed estimate of d

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