EXAMPLES IN THE CLASSROOM: PATTERN CLASSIFICATION USING THE R LANGUAGE

EXAMPLES IN THE CLASSROOM: PATTERN CLASSIFICATION USING THE R LANGUAGE

In many courses with a strong mathematical background, students often experience difficulties when concepts are put into practice to solve problems. In our teaching experience, the R language for statistical computing is a powerful tool for exemplifying algorithms, solving numerical problems, and il...

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Veröffentlicht in:Dyna (Medellín, Colombia) Colombia), 2012-06, Vol.79 (173), p.81-88
Hauptverfasser: Branch Bedoya, John William, Velásquez Henao, Juan David
Format: Artikel
Sprache:eng
Schlagworte:
algorithms
algoritmos
computer graphics
ENGINEERING, MULTIDISCIPLINARY
enseñanza
gráficos por computador
pattern recognition
reconocimiento de patrones
teaching
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Zusammenfassung:In many courses with a strong mathematical background, students often experience difficulties when concepts are put into practice to solve problems. In our teaching experience, the R language for statistical computing is a powerful tool for exemplifying algorithms, solving numerical problems, and illustrating concepts by using complex graphics. This paper presents some non-trivial examples of the application of the R language from our instruction of the pattern classification course in our school of engineering.
ISSN:0012-7353
2346-2183