https://www.selleckchem.com/pr....oducts/bgj398-nvp-bg
The results indicated that the variables (2DI and 3DI) derived from the optimal band combination algorithm outperformed the PCA variables (1DV) regardless of whether linear or RF models were used. An inherent gap exists between 2DI and 3DI, and the performance of 2DI is significantly poorer than that of 3DI. The accuracy of the prediction model increases with the increasing number of spectral variable dimensions (in the following order 1DV less then 2DI less then 3DI). This study proves that the 3DI is the first choice for the
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