Increasing adoption rates at animal shelters: a two-phase approach to predict length of stay and optimal shelter allocation

Table 2 Consolidated Results

Length of Stay	Precision	LR			ANN			RF			GB
Length of Stay	Precision	Recall	F1 Score	Precision	Recall	F1 Score	Precision	Recall	F1 Score	Precision	Recall	F1 Score
Low	0.4171	0.3852	0.4005	0.5508	0.513	0.5312	0.6441	0.703	0.6723	0.6264	0.4631	0.5325
Medium	0.386	0.3716	0.3786	0.4181	0.5146	0.4614	0.3068	0.5533	0.3948	0.2254	0.5043	0.3116
High	0.3072	0.4145	0.3529	0.4155	0.2707	0.3278	0.3832	0.6197	0.4736	0.7251	0.7188	0.7219
Very High (Euthanization)	0.4536	0.4213	0.4369	0.5612	0.5209	0.5403	0.7031	0.7138	0.7084	0.7902	0.7096	0.7477
Average	0.391	0.3981	0.3922	0.4864	0.4548	0.4652	0.5093	0.6474	0.5623	0.5918	0.5989	0.5784
Computational Time (s)		9.41			2023			2139			2009

ISSN: 1746-6148