Fig. 4
From: Machine learning-based model for behavioural analysis in rodents applied to the forced swim test
Performance of the ML scoring compared with manual scoring. The confusion matrix on the validation set (A). The confusion matrix on the sum of the drug experiment videos (B). As an example, a video has been selected to show the concordance between the two scoring methods via the confusion matrix (C) and via the time plot in which any mismatch between the two methods is also shown (red bars). Each 5-min video is split into a sequence of 100 3-s tensors, used as inputs for the ML algorithm (D).
