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. 2018 Nov 5;18(11):3777. doi: 10.3390/s18113777

Table 8.

Results of ensembles modeling by combination of 80%/20% and raster resolution of 20 m.

Criteria ADTree RF RS BA MB
T V T V T V T V T V
True positive 81 18 81 19 78 18 81 18 81 18
True negative 82 20 82 20 82 20 82 20 82 20
False positive 8 4 8 3 11 4 8 4 8 4
False negative 7 1 7 2 7 2 7 2 7 2
Sensitivity 0.920 0.947 0.920 0.905 0.918 0.900 0.920 0.900 0.920 0.900
Specificity 0.911 0.833 0.911 0.870 0.882 0.833 0.911 0.833 0.911 0.833
Accuracy 0.916 0.884 0.916 0.886 0.899 0.864 0.916 0.864 0.916 0.864
AUROC 0.967 0.903 0.987 0.937 0.972 0.926 0.974 0.926 0.988 0.934

T, training dataset; V, validation dataset.