Table 8: Class accuracies (in %) obtained by applying the Random Forests classifier to a combination of DEM, slope, and image data as a function of the images used in the classification.
Class code User’s accuracy Producer’s accuracy
Landsat-8 Landsat-8 & RADARSAT-2 Landsat-8 Landsat-8 &RADARSAT-2
Ap 90.0 95.0 92.3 100.0
Af 100.0 100.0 100.0 100.0
At 95.0 100.0 93.4 100.0
O 96.3 100.0 98.1 99.1
Mc 100.0 100.0 81.6 100.0
McV 100.0 100.0 97.6 98.4
Ms 97.9 99.3 95.8 98.6
MsV 91.7 96.7 96.5 98.3
Ms/R 97.5 100.0 97.5 99.0
SG 81.3 96.7 95.5 99.4
SGV 99.3 99.3 92.7 97.2
S/R 97.5 100.0 97.5 100.0
T 97.6 98.8 100.0 100.0
bT 99.2 100.0 99.2 100.0
gT 100.0 100.0 97.6 100.0
gsT 100.0 100.0 100.0 100.0
sT 99.0 100.0 98.0 98.0
wT 98.3 99.2 96.7 99.2
TV 97.0 99.0 96.0 100.0
T/R 100.0 100.0 97.9 100.0
B 100.0 100.0 100.0 100.0
R 97.8 99.4 97.2 100.0
Average 97.1 99.2 96.4 99.4
Overall 96.7 99.3 96.7 99.3