Table 3. Mean sensitivity of different split ratios in the hyper-spectral image test Data.
80% - 20% | 70%-30% | 60%-40% | 50%-50% | |
---|---|---|---|---|
Random Forest | 94.87% ± 0.35% | 93.96 ± 0.36 | 93.88 ± 0.40 | 93.42 ± 0.41 |
Decision Tree | 87.19% ± 0.81% | 85.98 ± 1.08 | 86.78 ± 0.94 | 85.37 ± 1.28 |
Naïve Bayes | 78.53% ± 0.96% | 78.35 ± 0.62 | 78.36 ± 0.75 | 78.21 ± 0.45 |
AdaBoost | 91.31% ± 0.77% | 90.44 ± 0.61 | 90.77 ± 0.45 | 90.91 ± 0.53 |