Texture Feature-Based Machine Learning Classification on MRI Image for Sepsis-Associated Encephalopathy Detection: A Pilot Study

Table 2

Parameter optimization for each classification model.

	Frontal lobe	Brain stem	Hippocampus	Amygdala
Number of trees	200	200	100	100
Learning rate	0.5	0.5	0.001	0.001
Depth of trees	5	3	1	1