Table 8 Confusion matrix of Dynamic World to Expert Majority, i.e. valid where, amongst labels, there was consensus or only one expert labeled (n = 78,916,422).
From: Dynamic World, Near real-time global 10 m land use land cover mapping
Expert Majority | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
Water | Trees | Grass | Flooded Vegetation | Crops | Shrub & Scrub | Built Area | Bare Ground | Snow/Ice | Precision/User’s: | ||
Dynamic World | Water | 7801513 | 49529 | 39511 | 187484 | 511166 | 59061 | 46461 | 197843 | 4178 | 87.70% |
Trees | 127510 | 20225220 | 1280463 | 963384 | 2835774 | 3215029 | 293635 | 150630 | 8956 | 69.50% | |
Grass | 6465 | 135888 | 1415436 | 170294 | 1917310 | 405560 | 41812 | 151648 | 695 | 33.30% | |
Flooded Veg. | 54365 | 73337 | 56852 | 764482 | 133162 | 72474 | 6878 | 40949 | 6 | 63.60% | |
Crops | 23790 | 144438 | 261750 | 36363 | 10821384 | 707154 | 134486 | 328916 | 38 | 86.90% | |
Shrub & Scrub | 18649 | 1034643 | 551074 | 99947 | 1476117 | 4498630 | 157166 | 708463 | 32079 | 52.50% | |
Built Area | 11187 | 156117 | 57647 | 3935 | 666712 | 104009 | 6620303 | 82974 | 744 | 85.90% | |
Bare Ground | 178304 | 16203 | 40275 | 8835 | 400529 | 1022049 | 198274 | 2722023 | 48658 | 58.70% | |
Snow & Ice | 68319 | 199018 | 8656 | 550 | 59786 | 109192 | 14527 | 214993 | 1422556 | 67.80% | |
Recall/Producer’s: | 94.10% | 91.80% | 38.10% | 34.20% | 57.50% | 44.10% | 88.10% | 59.20% | 93.70% | 71.30% | |
