occupancy {fastcpd}

Occupancy Detection Data Set

Description

Data set for binary classification of room occupancy from temperature, humidity, light and CO2 measurements. Ground-truth occupancy was obtained from time stamped pictures that were taken every minute.

Usage

occupancy

Format

A data frame with 9752 rows and 7 variables:

date

Character in the format "YYYY-MM-DD hh:mm:ss" from 2015-02-11 14:48:00 to 2015-02-18 09:19:00

Temperature

Temperature in Celsius

Humidity

Humidity

Light

Light

CO2

CO2

HumidityRatio

Humidity Ratio

Occupancy

Binary variable with values 0 (unoccupied) and 1

Source

<https://github.com/LuisM78/Occupancy-detection-data>