Table 9: Confusion matrix when the Random Forests classifier is applied to the combination of Landsat-8 OLI, RADARSAT-2, DEM, and slope data.
Class Ap Af At O Mc McV Ms MsV Ms/R SG SGV S/R T bT gT gsT sT wT TV T/R B R User’s accuracy Error of Commission
Ap 38 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 95.0 5.0
Af 0 76 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 100 0
At 0 0 60 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 100 0
O 0 0 0 109 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 100 0
Mc 0 0 0 0 40 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 100 0
McV 0 0 0 0 0 120 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 100 0
Ms 0 0 0 0 0 0 139 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 99.3 0.7
MsV 0 0 0 0 0 1 0 58 0 0 0 0 0 0 0 0 0 1 0 0 0 0 96.7 3.3
Ms/R 0 0 0 0 0 0 0 0 200 0 0 0 0 0 0 0 0 0 0 0 0 0 100 0
SG 0 0 0 0 0 0 2 0 1 176 3 0 0 0 0 0 0 0 0 0 0 0 96.7 3.3
SGV 0 0 0 1 0 0 0 0 0 0 139 0 0 0 0 0 0 0 0 0 0 0 99.3 0.7
S/R 0 0 0 0 0 0 0 0 0 0 0 40 0 0 0 0 0 0 0 0 0 0 100 0
T 0 0 0 0 0 0 0 0 0 0 0 0 82 0 0 0 1 0 0 0 0 0 98.8 1.2
bT 0 0 0 0 0 0 0 0 0 0 0 0 0 120 0 0 0 0 0 0 0 0 100 0
gT 0 0 0 0 0 0 0 0 0 0 0 0 0 0 40 0 0 0 0 0 0 0 100 0
gsT 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 40 0 0 0 0 0 0 100 0
sT 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 100 0 0 0 0 0 100 0
wT 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 119 0 0 0 0 99.2 0.8
TV 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 99 0 0 0 99.0 1.0
T/R 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 140 0 0 100 0
B 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 80 0 100 0
R 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 179 99.4 0.6
Producer’s accuracy 100 100 100 99.1 100 98.4 98.6 98.3 99.0 99.4 97.2 100 100 100 100 100 98.0 99.2 100 100 100 100
Error of Omission 0 0 0 0.9 0 1.6 1.4 1.7 1.0 0.6 2.8 0 0 0 0 0 2.0 0.8 0 0 0 0