Dynamics and Prediction of Land Use and Land Cover Changes Using Geospatial Techniques in Abelti Watershed, Omo Gibe River Basin, Ethiopia

Table 5

Confusion matrix accuracy for the classification of 2017.

Classifications	Reference data
	ST	WR	FR	SH	BL	AG	Total	CE (%)	UA (%)
ST	16	0	0	0	0	0	16	0	100
WB	0	5	0	0	0	0	5	0	100
FR	0	0	40	2	0	0	42	4.76	95.24
SH	0	0	7	28	0	0	35	20.00	80.00
BL	2	0	0	0	12	3	17	29.41	70.59
AG	1	0	0	1	2	56	60	6.67	93.33
Total	19	5	47	31	14	59	175	OA = 89.71; Kappa = 0.866
EO (%)	15.79	0	14.89	9.68	14.29	5.08	0
PA (%)	84.21	100	85.11	90.32	85.71	94.92	100

Source. Own study. FR = forest; SH = shrub land; ST = settlement; BL = bare land; AG = agriculture; WB = water body; OA = overall accuracy; Kappa = kappa coefficient; EO = error of omission; PA = producer accuracy; UA = user accuracy; and CE = error of commission (CE).