Add accelerometer & light features to extracted.rst

replace/c0e3889695cc4048fa64d013c39824a54783e1bd
Meng Li 2020-01-16 15:46:29 -05:00 committed by GitHub
parent 9d00f14f7f
commit 5832d041a9
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Extracted Features
==================
Accelerometer
-------------
Available epochs: daily, morning, afternoon, evening, and night
- Max magnitude: maximum magnitude of acceleration (note: |acceleration| = sqrt(x^2 + y^2 + z^2))
- Min magnitude: minimum magnitude of acceleration
- Avg magnitude: average magnitude of acceleration
- Median magnitude: median magnitude of acceleration
- Std magnitude: standard deviation of acceleration
- Ratio exertional activity episodes: ratio of exertional activity time periods to total time periods
- Sum exertional activity episodes: total minutes of performing exertional activity during the epoch
- Longest exertional activity episode: longest episode of performing exertional activity
- Longest non-exertional activity episode: longest episode of performing non-exertional activity
- Count exertional activity episodes: count of the episods of performing exertional activity
- Count non-exertional activity episodes: count of the episodes of performing non-exertional activity
Battery
--------
@ -44,6 +61,18 @@ Available epochs: daily, morning, afternoon, evening, and night
- Sum mobile: total duration of episodes of on foot, running, and on bicycle activities
- Sum vehicle: total duration of episodes of on vehicle activity
Light
-----
Available epochs: daily, morning, afternoon, evening, and night
- Count (number of rows)
- Max lux: maximum ambient luminance in lux units
- Min lux: minimum ambient luminance in lux units
- Avg lux: average ambient luminance in lux units
- median lux: median ambient luminance in lux units
- Std lux: standard deviation of ambient luminance in lux units
Location (Barnetts) Fetures
-----------------------------