Detection storage time of mild bruise’s yellow peaches using the combined hyperspectral imaging and machine learning method

Journal of Analytical Science and Technology

Table 5 Modeling results after screening based on wavelength

Classification model	Evaluation index	Storage time (h)				Total number of misjudgments	Overall accuracy (%)
Classification model	Evaluation index	2	8	24	48	Total number of misjudgments	Overall accuracy (%)
XGBoost (eta = 1, max_depth = 1)	Number of misjudgments	0	0	2	2	4	95.00
XGBoost (eta = 1, max_depth = 1)	Accuracy (%)	100.00	100.00	90.00	90.00	4	95.00