Computers: Computers data set

In moviedo5/fda.tsc: Functional Data Sets for Time Series Classification

Description

These problems were taken from data recorded as part of government sponsored study called Powering the Nation. The intention was to collect behavioural data about how consumers use electricity within the home to help reduce the UK's carbon footprint.

Usage

data(Computers)

Format

The variables are as follows:

• df: data.frame with the following variables:

  • class: Corresponding class level of “Computers” curves with 2 classes (250 observations per class).

  • sample:Factor variable. In TSC database, the first 250 values (sample=train) are used for training sample and the rest of 250 (sample=test) for testing.

• x: fdata class object with with n=500 curves (per row) in 720 discretization points (per column).

Details

The data contains readings from 251 households, sampled in two-minute intervals over a month. Each series is length 720 (24 hours of readings taken every 2 minutes). Classes are Desktop and Laptop

Source

http://www.energysavingtrust.org.uk/taxonomy/term/2488/all/feed/feed and http://timeseriesclassification.com/description.php?Dataset=Computers

moviedo5/fda.tsc documentation built on May 16, 2019, 12:10 a.m.