dataset.yaml

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"