coef.textmodel_lss

coefficients.textmodel_lss

<code><a href="/link/coef()?package=LSX&version=1.5.1" data-mini-rdoc="LSX::coef()">coef()</a></code> extract model coefficients from a fitted <code>textmodel_lss</code>
object. <code><a href="/link/coefficients()?package=LSX&version=1.5.1" data-mini-rdoc="LSX::coefficients()">coefficients()</a></code> is an alias.

A word embeddings-based semi-supervised model for document scaling Watanabe (2020) <doi:10.1080/19312458.2020.1832976>.
LSS allows users to analyze large and complex corpora on arbitrary dimensions with seed words exploiting efficiency of word embeddings (SVD, Glove).
It can generate word vectors on a users-provided corpus or incorporate a pre-trained word vectors.

Kohei Watanabe

Semi-Supervised Algorithm for Document Scaling

coef.textmodel_lss function

<dl><dt>object</dt>
<dd>a fitted textmodel_lss object.</dd>
<dt>...</dt>
<dd>not used.</dd></dl>

Arguments

<code><a href='https://rdrr.io/r/stats/coef.html'>coef()</a></code> extract model coefficients from a fitted <code>textmodel_lss</code>
object. <code><a href='https://rdrr.io/r/stats/coef.html'>coefficients()</a></code> is an alias.

Extract model coefficients from a fitted textmodel_lss object — coef.textmodel_lss

<dl>

<dt>object</dt>
<dd>a fitted textmodel_lss object.</dd>


<dt>...</dt>
<dd>not used.</dd>

</dl>

coef.textmodel_lss: Extract model coefficients from a fitted textmodel_lss object

Description

Usage

Arguments