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Table 2 Model accuracy

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

Model name

% correct

Std

ANN

84.84

2.76

Decision tree

77.68

5.76

LDA

80.75

4.89

Linear SVM

80.13

4.18

Nearest neighbors

80.54

3.18

Random forest

84.02

2.98

RBF SVM

82.58

3.91

Mean

81.51

3.95

  1. Standard deviation computed using a 10-fold cross validation procedure.
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Movement Ecology

ISSN: 2051-3933