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. 2025 Aug 22;15:30982. doi: 10.1038/s41598-025-17166-z

Table 4.

Percentage similarity between predicted and measured classes of soil texture and color using SVR and DTR models based on test data (n = 70).

Soil texture
Measured class SVR method DTR method
Clay loam 81 (%) 61 (%)
Sandy clay loam 85 (%) 71 (%)
Loam 90 (%) 85 (%)
Sandy loam 100 (%) 0 (%)
Soil color
Measured class SVR method DTR method
5YR 5/4 83 (%) 69 (%)
7.5YR 5/4 73 (%) 66 (%)
10YR 5/2 86 (%) 78 (%)
10YR 5/4 89 (%) 69 (%)