naInf_omit

Cleans up a <a href="/link/data.frame?package=SmartMeterAnalytics&version=1.1.1" data-mini-rdoc="SmartMeterAnalytics::data.frame">data.frame</a> or <a href="/link/matrix?package=SmartMeterAnalytics&version=1.1.1" data-mini-rdoc="SmartMeterAnalytics::matrix">matrix</a> which is useful for
cases wehere you need complete datasets

Methods for analysis of energy consumption data (electricity, gas,
water) at different data measurement intervals. The package provides feature extraction
methods and algorithms to prepare data for data mining and machine learning
applications. Deatiled descriptions of the methods and their application can be found
in Hopf (2019, ISBN:978-3-86309-669-4) "Predictive Analytics for Energy Efficiency and
Energy Retailing" <doi:10.20378/irbo-54833> and Hopf et al. (2016) <doi:10.1007/s12525-018-0290-9>
"Enhancing energy efficiency in the residential sector with smart meter data analytics".

Konstantin Hopf

SmartMeterAnalytics

Methods for Smart Meter Data Analysis

Andreas Weigert

Ilya Kozlovskiy

Thorsten Staake

naInf_omit function

<dl><dt>V</dt>
<dd>A <a href="/link/data.frame?package=SmartMeterAnalytics&version=1.1.1" data-mini-rdoc="SmartMeterAnalytics::data.frame">data.frame</a> or <a href="/link/matrix?package=SmartMeterAnalytics&version=1.1.1" data-mini-rdoc="SmartMeterAnalytics::matrix">matrix</a> which has to be cleaned</dd></dl>

Arguments

Konstantin Hopf <a href="/link/konstantin.hopf%40uni-bamberg.de?package=SmartMeterAnalytics&version=1.1.1" data-mini-rdoc="SmartMeterAnalytics::konstantin.hopf@uni-bamberg.de">konstantin.hopf@uni-bamberg.de</a>

Author

Cleans up a <a href='https://rdrr.io/r/base/data.frame.html'>data.frame</a> or <a href='https://rdrr.io/r/base/matrix.html'>matrix</a> which is useful for
cases wehere you need complete datasets

Removes the rows with NA or Inf values — naInf_omit

<dl>

<dt>V</dt>
<dd>A <a href='https://rdrr.io/r/base/data.frame.html'>data.frame</a> or <a href='https://rdrr.io/r/base/matrix.html'>matrix</a> which has to be cleaned</dd>

</dl>

Konstantin Hopf <a href='mailto:konstantin.hopf@uni-bamberg.de'>konstantin.hopf@uni-bamberg.de</a>

Removes the rows with <a href='https://rdrr.io/r/base/NA.html'>NA</a> or <a href='https://rdrr.io/r/base/is.finite.html'>Inf</a> values

Removes the rows with <a href="/link/NA?package=SmartMeterAnalytics&version=1.1.1" data-mini-rdoc="SmartMeterAnalytics::NA">NA</a> or <a href="/link/Inf?package=SmartMeterAnalytics&version=1.1.1" data-mini-rdoc="SmartMeterAnalytics::Inf">Inf</a> values

naInf_omit: Removes the rows with NA or Inf values

Description

Usage

Value

Arguments

Author

See Also