111
Table 4 Chosen layers for final map production
Input
features
AdaBoost
Random forest
Extremely Random Forest SVM – linear kernel
SVM – rbf kernel
A
E
I
R
U
A
E
I
R
U
A
E
I
R
U
A
E
I
R
U
A
E
I
R
U
Herb mask
✓
Slacks
mask
✓
Sand mask
✓
FDG mask
✓
A
ANOVA, E
EODHaM, I
Images, R
RF, U
Uncorrelated
Mapping Coastal Habitats in Wales