Table 4. K-fold validation of pine forest change models.

Model Overall Accuracy Kappa Coeff. Sensitivity Specificity
RF 0.72 0.44 0.88 0.55
SVM (Linear) 0.74 0.48 0.74 0.74
SVM (Radial) 0.73 0.47 0.71 0.76