Table 1 Accuracy of the system.

From: Automated home-cage behavioural phenotyping of mice

 

Our system

CleverSys commercial system

Human ('Annotator group 2')

'Set B' (1.6 h of video)

77.3%/76.4%

60.9%/64.0%

71.6%/75.7%

'Full database' (over 10 h of video)

78.3%/77.1%

61.0%/65.8%

 
  1. Accuracies are reported as averaged across frames/across behaviours (underlined numbers, computed as the average of the diagonal entities in Figure 3 confusion matrix; chance level is 12.5% for an eight-class classification problem).
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