Application of Multiple Unsupervised Models to Validate Clusters Robustness in Characterizing Smallholder Dairy Farmers

Table 8

Estimates of prediction accuracy for models fitting cluster of production for milk yield, milk sales, and choice of breeding method in Ethiopia.

	Accuracy of prediction (r)		0 ≤ p ≤ 1
Algorithm/Response Variable	Milk yield	Milk sold	Preferred breeding method
K-means	0.68	0.40	0.54
SOM	0.66	0.38	0.54
Fuzzy	0.77	0.48	0.55