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Table 1 A list of classification models currently implemented in AcceleRater, with representative published applications for classifying animal behavior

From: AcceleRater: a web application for supervised learning of behavioral modes from acceleration measurements

Model

Sources

Artificial Neural Network (ANN)

[5]

Decision tree

[5]

Linear support vector machine (L-SVM)

[5]

Linear/Quadratic Discriminant Analysis (LDA/QDA)

[5,16,17]

Nearest neighbors

[19]

Radial basis function kernel for support vector machine (RBF-SVM)

This paper

Random forest

[5,16,20]