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

Table 9

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

	Accuracy of prediction (r)		0 ≤ p ≤ 1
Algorithm/ Response Variable	Milk yield	Milk sold	Preferred breeding method
K-means	0.46	0.41	0.29
SOM	0.32	0.31	0.46