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Table 2 Performance comparison of Neiye, Japan

From: Land cover classification combining Sentinel-1 and Landsat 8 imagery driven by Markov random field with amendment reliability factors

MethodPrecisionUrbanSandVegetationFarmlandOverall accuracyKappa
MRF-ARFPA90.67%74.01%69.16%90.56%87.86%0.7219
UA96.45%65.65%65.12%68.20%
MRF-RFPA54.33%74.26%85.20%81.38%60.69%0.3905
UA99.67%22.32%24.91%86.23%
ATWT-EMDPA42.38%62.10%91.54%90.59%52.05%0.3168
UA98.13%15.11%26.65%78.74%
SAR onlyPA80.25%59.66%53.28%65.41%75.31%0.5149
UA98.92%26.16%29.75%75.92%
Optical onlyPA58.73%64.97%87.74%96.07%64.89%0.4250
UA96.91%19.68%59.68%53.72%