Fig. 5
From: Machine learning-based model for behavioural analysis in rodents applied to the forced swim test
Comparison between the behaviour times of behaviour measured with the two scoring systems. Scatter plots of the percentage time performing the three behaviours predicted by the trained model show the positive correlation between manual and ML labeling systems. As measured by a Pearson’s correlation, the following scores are obtained: immobility \(r=0.918\); swimming \(r=0.858\); climbing \(r=0.955\).
