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Table 3 Top Three Features using Different Machine Learning Algorithms

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

Algorithm

Top Three Features

#1

#2

#3

Logistic Regression

Multicolor

Small Size

Senior

ANN

Large Size

Super Senior

Senior

RF

Puppy

Multicolor

Super Senior

GB

Small Size

Super Senior

Large Size