configs: - config_name: default default: true data_files: - split: train path: "labels/*.csv" description: "Unified configuration with all fall detection datasets' labels" # Cross-subject (cs) and Cross-validation (cv) base configurations - config_name: cv data_files: - split: train path: "splits/cv/*/train.csv" - split: validation path: "splits/cv/*/val.csv" - split: test path: "splits/cv/*/test.csv" description: "Cross-validation split configuration for all datasets" - config_name: cs data_files: - split: train path: "splits/cs/*/train.csv" - split: validation path: "splits/cs/*/val.csv" - split: test path: "splits/cs/*/test.csv" description: "Cross-subject split configuration for all datasets" # New multi-dataset splits for staged/wild settings - config_name: cs-staged data_files: - split: train path: - "splits/cs/caucafall/train.csv" - "splits/cs/cmdfall/train.csv" - "splits/cs/edf/train.csv" - "splits/cs/gmdcsa24/train.csv" - "splits/cs/le2i/train.csv" - "splits/cs/mcfd/train.csv" - "splits/cs/occu/train.csv" - "splits/cs/up_fall/train.csv" - split: validation path: - "splits/cs/caucafall/val.csv" - "splits/cs/cmdfall/val.csv" - "splits/cs/edf/val.csv" - "splits/cs/gmdcsa24/val.csv" - "splits/cs/le2i/val.csv" - "splits/cs/mcfd/val.csv" - "splits/cs/occu/val.csv" - "splits/cs/up_fall/val.csv" - split: test path: - "splits/cs/caucafall/test.csv" - "splits/cs/cmdfall/test.csv" - "splits/cs/edf/test.csv" - "splits/cs/gmdcsa24/test.csv" - "splits/cs/le2i/test.csv" - "splits/cs/mcfd/test.csv" - "splits/cs/occu/test.csv" - "splits/cs/up_fall/test.csv" description: "Cross-subject splits on staged datasets only (excluding OOPS)" - config_name: cv-staged data_files: - split: train path: - "splits/cv/caucafall/train.csv" - "splits/cv/cmdfall/train.csv" - "splits/cv/edf/train.csv" - "splits/cv/gmdcsa24/train.csv" - "splits/cv/le2i/train.csv" - "splits/cv/mcfd/train.csv" - "splits/cv/occu/train.csv" - "splits/cv/up_fall/train.csv" - split: validation path: - "splits/cv/caucafall/val.csv" - "splits/cv/cmdfall/val.csv" - "splits/cv/edf/val.csv" - "splits/cv/gmdcsa24/val.csv" - "splits/cv/le2i/val.csv" - "splits/cv/mcfd/val.csv" - "splits/cv/occu/val.csv" - "splits/cv/up_fall/val.csv" - split: test path: - "splits/cv/caucafall/test.csv" - "splits/cv/cmdfall/test.csv" - "splits/cv/edf/test.csv" - "splits/cv/gmdcsa24/test.csv" - "splits/cv/le2i/test.csv" - "splits/cv/mcfd/test.csv" - "splits/cv/occu/test.csv" - "splits/cv/up_fall/test.csv" description: "Cross-validation splits on staged datasets only (excluding OOPS)" - config_name: cs-staged-wild data_files: - split: train path: - "splits/cs/caucafall/train.csv" - "splits/cs/cmdfall/train.csv" - "splits/cs/edf/train.csv" - "splits/cs/gmdcsa24/train.csv" - "splits/cs/le2i/train.csv" - "splits/cs/mcfd/train.csv" - "splits/cs/occu/train.csv" - "splits/cs/up_fall/train.csv" - split: validation path: - "splits/cs/caucafall/val.csv" - "splits/cs/cmdfall/val.csv" - "splits/cs/edf/val.csv" - "splits/cs/gmdcsa24/val.csv" - "splits/cs/le2i/val.csv" - "splits/cs/mcfd/val.csv" - "splits/cs/occu/val.csv" - "splits/cs/up_fall/val.csv" - split: test path: "splits/cs/OOPS/test.csv" description: "Train and validate on staged datasets, test on wild (OOPS) dataset with cross-subject splits" - config_name: cv-staged-wild data_files: - split: train path: - "splits/cv/caucafall/train.csv" - "splits/cv/cmdfall/train.csv" - "splits/cv/edf/train.csv" - "splits/cv/gmdcsa24/train.csv" - "splits/cv/le2i/train.csv" - "splits/cv/mcfd/train.csv" - "splits/cv/occu/train.csv" - "splits/cv/up_fall/train.csv" - split: validation path: - "splits/cv/caucafall/val.csv" - "splits/cv/cmdfall/val.csv" - "splits/cv/edf/val.csv" - "splits/cv/gmdcsa24/val.csv" - "splits/cv/le2i/val.csv" - "splits/cv/mcfd/val.csv" - "splits/cv/occu/val.csv" - "splits/cv/up_fall/val.csv" - split: test path: "splits/cv/OOPS/test.csv" description: "Train and validate on staged datasets, test on wild (OOPS) dataset with cross-validation splits" # Individual dataset configurations - config_name: OOPS data_files: - split: train path: "splits/cs/OOPS/train.csv" - split: validation path: "splits/cs/OOPS/val.csv" - split: test path: "splits/cs/OOPS/test.csv" description: "OOPS dataset with cross-subject splits" - config_name: caucafall data_files: - split: train path: "splits/cs/caucafall/train.csv" - split: validation path: "splits/cs/caucafall/val.csv" - split: test path: "splits/cs/caucafall/test.csv" description: "CaucaFall dataset with cross-subject splits" - config_name: cmdfall data_files: - split: train path: "splits/cs/cmdfall/train.csv" - split: validation path: "splits/cs/cmdfall/val.csv" - split: test path: "splits/cs/cmdfall/test.csv" description: "CMDFall dataset with cross-subject splits" - config_name: edf data_files: - split: train path: "splits/cs/edf/train.csv" - split: validation path: "splits/cs/edf/val.csv" - split: test path: "splits/cs/edf/test.csv" description: "EDF dataset with cross-subject splits" - config_name: gmdcsa24 data_files: - split: train path: "splits/cs/gmdcsa24/train.csv" - split: validation path: "splits/cs/gmdcsa24/val.csv" - split: test path: "splits/cs/gmdcsa24/test.csv" description: "GMDCSA24 dataset with cross-subject splits" - config_name: le2i data_files: - split: train path: "splits/cs/le2i/train.csv" - split: validation path: "splits/cs/le2i/val.csv" - split: test path: "splits/cs/le2i/test.csv" description: "LE2I dataset with cross-subject splits" - config_name: mcfd data_files: - split: train path: "splits/cs/mcfd/train.csv" - split: validation path: "splits/cs/mcfd/val.csv" - split: test path: "splits/cs/mcfd/test.csv" description: "MCFD dataset with cross-subject splits" - config_name: occu data_files: - split: train path: "splits/cs/occu/train.csv" - split: validation path: "splits/cs/occu/val.csv" - split: test path: "splits/cs/occu/test.csv" description: "OCCU dataset with cross-subject splits" - config_name: up_fall data_files: - split: train path: "splits/cs/up_fall/train.csv" - split: validation path: "splits/cs/up_fall/val.csv" - split: test path: "splits/cs/up_fall/test.csv" description: "UP-Fall dataset with cross-subject splits"