func_signal_transform

internal

The implementation of the algorithm for estimation of mutual information and channel capacity from experimental data by classification procedures (logistic regression). Technically, it allows to estimate information-theoretic measures between finite-state input and multivariate, continuous output. Method described in Jetka et al. (2019) <doi:10.1371/journal.pcbi.1007132>.

Tomasz Jetka

SLEMI

Statistical Learning Based Estimation of Mutual Information

Karol Nienaltowski

Michal Komorowski

func_signal_transform function

<dl><dt>data</dt>
<dd>is a data.frame</dd>
<dt>signal</dt>
<dd>is a character that indicates columns of data that include the labels of input</dd></dl>

Arguments

Initial verification and transformation of input variable — func_signal_transform

<dl>

<dt>data</dt>
<dd>is a data.frame</dd>


<dt>signal</dt>
<dd>is a character that indicates columns of data that include the labels of input</dd>

</dl>

func_signal_transform: Initial verification and transformation of input variable

Description

Usage

Value

Arguments

Examples