Additional file 3 of Assisting species differentiation and taxonomic classification by hyperspectral imaging: an example from the parasitic plant realm

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Authors: Vasili A Balios, Samuel Ortega, Karsten Heia, Anna Avetisyan, Kirsten Krause
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Abstract

Supplementary material 3. Fig. 1. Different classification algorithms compared. A comparison of commonly used algorithms on a small subset of data to determine the best to go forward with. Random Forest, J48 – tree based, Multi Objective Evolutionary Fuzzy classifier (MOEFC), Continuous High-resolution Image Reconstruction using Patch priors (CHIRP). Each model was trained and evaluated 3 times to get the average.

Fields of Study & Subjects

Spectroscopy and Chemometric Analyses Remote-Sensing Image Classification Remote Sensing in Agriculture

Publication details

Journal / source
Figshare
Publication date
1 January 2026