Figure 3.

Experimental modeling diagram summarizing the analyses performed. From the spectral dataset (input), different combinations of various pre-processing techniques were applied, modeled using two machine learning algorithms (with many parameters) and validated by several 5-fold cross validation replicates. Finally, three performance statistics were evaluated.