Table 7 F-1 score on models.

From: Improving model performance in mapping black-soil resource with machine learning methods and multispectral features

Land cover

MEF

MBF

GC

Landsat

Black-soil

0.98

0.94

0.91

0.89

Water

0.91

0.89

1

0.89

Vegetation

0.85

0.76

0.88

0.92

Building

0.78

0.75

0.83

0.8

Other-soil

0.76

0.87

1

0.88

Floodplain

0.79

0.85

0.94

0.67

OA (%)

94.62

90.40

95.71

90.01

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