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ŠUMARSKI LIST 3-4/2022 str. 48     <-- 48 -->        PDF

to fault, road and stream, and the TWI factors were more important than other factors (curvature and SPI) in terms of statistical significance.
Random Forest – Slučajna šuma
The RF approach was used for modeling, employing the same nine factors to make comparisons. The most successful model (Case 1 model-7) was calculated to have an AUC value of 99.9862. The AUC value computed through this modeling approach and the factors’ order of importance are shown in Figure 5.
The ranking was found to be distance to stream, TPI, slope, lithology, distance to road, distance to fault, SPI, TWI, and curvature. The three factors with the highest importance in this ranking were distance to stream, TPI, and slope.