<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0186-1042</journal-id>
<journal-title><![CDATA[Contaduría y administración]]></journal-title>
<abbrev-journal-title><![CDATA[Contad. Adm]]></abbrev-journal-title>
<issn>0186-1042</issn>
<publisher>
<publisher-name><![CDATA[Universidad Nacional Autónoma de México, Facultad de Contaduría y Administración]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0186-10422020000400013</article-id>
<article-id pub-id-type="doi">10.22201/fca.24488410e.2020.2497</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[A research on the comparison of classification algorithm in finance]]></article-title>
<article-title xml:lang="es"><![CDATA[Una investigación sobre la comparación del algoritmo de clasificación en finanzas]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Eti]]></surname>
<given-names><![CDATA[Serkan]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[&#304;nel]]></surname>
<given-names><![CDATA[Mehmet Nuri]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Marmara University  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Turkey</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2020</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2020</year>
</pub-date>
<volume>65</volume>
<numero>4</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S0186-10422020000400013&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S0186-10422020000400013&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S0186-10422020000400013&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract Nowadays, data is developing with technology. With developments in the Internet and technology, it makes a warehouse that changes the data more rapidly and in volume. This situation increases the importance of data mining every day. The aim of this study is to examine classification algorithms which are the sub-subject of data mining. In the analysis part of the study, it is aimed to compare the algorithms with the accuracy ratio by using the financial data. As a result of the study conducted on stock marketing, the classification of enterprises of decision tree models with artificial neural networks has also been found to be more successful than other methods.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen Hoy en día, los datos se están desarrollando con tecnología. Con los desarrollos en Internet y la tecnología, se crea un almacén que cambia los datos más rápidamente y en volumen. Esta situación aumenta la importancia de los datos de la minería todos los días. El objetivo de este estudio es examinar los algoritmos de clasificación que son el sub -objetivo de datos de la minería. En la parte de análisis del estudio, el objetivo es comparar los algoritmos con la relación de precisión utilizando los datos financieros. Como resultado del estudio realizado sobre la comercialización de acciones, también se ha encontrado que la clasificación de empresas con decisión modelos de árbol con redes neuronales artificiales es más exitosa que otros métodos.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[C88]]></kwd>
<kwd lng="en"><![CDATA[G17]]></kwd>
<kwd lng="en"><![CDATA[Data mining]]></kwd>
<kwd lng="en"><![CDATA[Machine learning]]></kwd>
<kwd lng="en"><![CDATA[Profitability]]></kwd>
<kwd lng="en"><![CDATA[Financial ratio]]></kwd>
<kwd lng="en"><![CDATA[Compare of methods]]></kwd>
<kwd lng="es"><![CDATA[C88]]></kwd>
<kwd lng="es"><![CDATA[G17]]></kwd>
<kwd lng="es"><![CDATA[Minería de datos]]></kwd>
<kwd lng="es"><![CDATA[Aprendizaje automático]]></kwd>
<kwd lng="es"><![CDATA[Rentabilidad]]></kwd>
<kwd lng="es"><![CDATA[Ratio financiero]]></kwd>
<kwd lng="es"><![CDATA[Comparar de métodos]]></kwd>
</kwd-group>
</article-meta>
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