I am trying to model different behavioural responses of Drosophila melanogaster as it ages using different assays. So far, the datasets I could generate /or retrieve are from RING and Leg Amputation assays. However, they are small datasets and the machine learning models I have developed suffer from over-fitting. I would appreciate any resource you may have. I am also open for collaboration with any lab.
Thanks in advance,