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. 2019 Jan 28;10(2):914–931. doi: 10.1364/BOE.10.000914

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