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. 2022 Jun 9;9:251. doi: 10.1038/s41597-022-01307-4

Table 9.

Confusion matrix of Dynamic World to Expert Simple Majority, i.e. valid where at least one expert labeled and all agreed in any case (n = 57,707,212).

Expert Simple Majority
Water Trees Grass Flooded Vegetation Crops Shrub & Scrub Built Area Bare Ground Snow/Ice Precision/User’s:
Dynamic World Water 7203733 12969 9542 82175 422487 16660 15451 116578 57 91.40%
Trees 51183 15906784 596718 512895 1728587 1589558 80497 50509 492 77.50%
Grass 1066 77515 1030113 72589 1451071 213904 13709 91378 0 34.90%
Flooded Veg. 12885 15142 18924 521553 91294 33735 600 10042 0 74.10%
Crops 3830 78317 153125 12494 9204745 469898 37157 127148 0 91.30%
Shrub & Scrub 3231 663092 248003 36709 958322 2969428 64467 389238 5807 55.60%
Built Area 2150 36312 6089 68 325235 24489 4931216 22913 0 92.20%
Bare Ground 142656 2294 15237 203 338099 732591 132422 2124769 9991 60.70%
Snow & Ice 53479 128014 9 0 49884 26204 12566 134024 978892 70.80%
Recall/Producer’s: 96.40% 94.00% 49.60% 42.10% 63.20% 48.90% 93.30% 69.30% 98.40% 77.8%