From: Observing the unwatchable through acceleration logging of animal behavior
Method | Representative source(s) | |
---|---|---|
Manual | ||
Reference patterning | [34, 98, 108, 127, 171] | |
Fixed-threshold | [31, 57, 83, 161] | |
Unsupervised machine learning algorithms | ||
Cluster analysis | [164] | |
Supervised machine learning algorithms | ||
Classification and regression trees | [24, 77, 172] | |
Random forests | [55] | |
Linear or quadratic discriminant analysis | [55, 132, 149] | |
Logistic regression | [55, 148] | |
Support vector machines | [162, 172] | |
Artificial neural networks | [55, 172] |