fs_w_a_5

#Feature set: FS-W-A-5

• Location: Wrist
• Sensors: Accelerometer
• Features: 5
• Datasets: CMIDSS
• Tasks: Sleep detect

Classes

Name	Description
FS_W_A_5	Feature set FS-W-A-5

Machine-readable model

• loggerattribute
• FS_W_A_5classFeature set: FS-W-A-5 Location: Wrist Sensors: Accelerometer Features: 5 Datasets: CMIDSS Tasks: Sleep detect

attribute

logger

Python

sleepkit/features/fs_w_a_5.py:24

logger = helia.utils.setup_logger(__name__)

class

FS_W_A_5

Python

Feature set: FS-W-A-5 Location: Wrist Sensors: Accelerometer Features: 5 Datasets: CMIDSS Tasks: Sleep detect

sleepkit/features/fs_w_a_5.py:27

FS_W_A_5()

Feature set: FS-W-A-5 Location: Wrist Sensors: Accelerometer Features: 5 Datasets: CMIDSS Tasks: Sleep detect

method

name

Python

Feature set name.

sleepkit/features/fs_w_a_5.py:36

name() -> str

staticmethod

Feature set name.

method

feature_names

Python

Feature names.

sleepkit/features/fs_w_a_5.py:41

feature_names() -> list[str]

staticmethod

Feature names.

method

generate_subject_features

Python

Generate features for given dataset and subject.

sleepkit/features/fs_w_a_5.py:52

generate_subject_features(subject_id: str, ds_name: str, params: TaskParams)

staticmethod

Generate features for given dataset and subject.

Parameters

Parameters of generate_subject_features

Name	Type	Default	Description
subject_id	str	Required	Subject ID
ds_name	str	Required	Dataset name
params	TaskParams	Required	Feature generation parameters