textmodels

_PACKAGE

quanteda.textmodels

quanteda.textmodels-package

<p>Scaling models and classifiers for sparse matrix objects representing 
    textual data in the form of a document-feature matrix.  Includes original 
    implementations of 'Laver', 'Benoit', and Garry's (2003) &lt;doi:10.1017/S0003055403000698&gt;,
    'Wordscores' model, Perry and 'Benoit's' (2017) &lt;arXiv:1710.08963&gt; class affinity scaling model, 
    and 'Slapin' and 'Proksch's' (2008) &lt;doi:10.1111/j.1540-5907.2008.00338.x&gt; 'wordfish'
    model, as well as methods for correspondence analysis, latent semantic analysis,
    and fast Naive Bayes and linear 'SVMs' specially designed for sparse textual data.</p>

internal

Scaling models and classifiers for sparse matrix objects representing
textual data in the form of a document-feature matrix.  Includes original
implementations of 'Laver', 'Benoit', and Garry's (2003) <doi:10.1017/S0003055403000698>,
'Wordscores' model, Perry and 'Benoit's' (2017) <arXiv:1710.08963> class affinity scaling model,
and 'Slapin' and 'Proksch's' (2008) <doi:10.1111/j.1540-5907.2008.00338.x> 'wordfish'
model, as well as methods for correspondence analysis, latent semantic analysis,
and fast Naive Bayes and linear 'SVMs' specially designed for sparse textual data.

Kenneth Benoit

Scaling Models and Classifiers for Textual Data

Kohei Watanabe

Haiyan Wang

Stefan M<c3><bc>ller

Patrick O. Perry

Benjamin Lauderdale

William Lowe

European Research Council 

textmodels function

quanteda.textmodels: Scaling Models and Classifiers for Textual Data — textmodels

quanteda.textmodels: Scaling Models and Classifiers for Textual Data

textmodels: quanteda.textmodels: Scaling Models and Classifiers for Textual Data

Description

Arguments

See Also