Dataset_ElectricalDevices: The Electrical Devices dataset.

Description Usage Format Details Value References

Description

This dataset is taken from research Powering the Nation.

Usage

1

Format

A dataset with 5527 observations of sequence length 96, with a single sequence per row.

The y data is labeled as 5,6.

The x data constructs time series sequences (numeric).

Details

Powering the Nation collected behavioural data about how consumers use electricity within the home to help reduce the UK's carbon footprint.

Value

eds: the dataset ElectricalDevices

References

Lines J., Bagnall A., Caiger-Smith P., Anderson S. (2011) Classification of Household Devices by Electricity Usage Profiles. In: Yin H., Wang W., Rayward-Smith V. (eds) Intelligent Data Engineering and Automated Learning - IDEAL 2011. IDEAL 2011. Lecture Notes in Computer Science, vol 6936. Springer, Berlin, Heidelberg.


lweicdsor/OSTSC documentation built on May 8, 2019, 1:13 p.m.