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Table 2 Consolidated Results

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

Length of Stay Precision LR ANN RF GB
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