2026-10-07T19:14:14Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33965350 2026-09-22T14:06:42Z category_30331 item_type_3 month_year_09_2026

Behavior classification models and their associated train/test sets Jorge Iravedra (24592302) Behavioural neuroscience UMAP clustering SLEAP <p dir="ltr">MLP_041824_512units_balancedAcc&Precision.h5 contains an MLP (PyTorch/Keras) trained on SLEAP-derived behavior features to predict hand-annotated attacks (conflict, does not distinguish whether individuals are attacked or delivering attacks). Binary classifier. See github.com/FalknerLab/AggressionObservation for more detail.</p><p dir="ltr">Feats3_100k_samples_UMAP_01mindist_50neighbors_embeddings_finalModel.pkl contains an MLP-based mapping of the UMAP transform from processed SLEAP feature space to UMAP space</p><p dir="ltr">For .csv file management (derived from BORIS), see text files (supervised_model_train_set.txt or supervised_model_test_set.txt) for which .csvs correspond to train/test set. </p> 2026-09-22T14:06:42Z Dataset Dataset 10.6084/m9.figshare.33965350.v1 https://figshare.com/articles/dataset/Behavior_classification_models_and_their_associated_train_test_sets/33965350 CC BY 4.0