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classification---data-mining's Introduction

Classification---Data-Mining

  • This is an example of using (simple) a classification tree model and boosting for a prediction task.
  • I try to predict the gender of students !!!
  • Quite difficult task -> accuracy quite low.
  • The dataset is available online (check the references). If having trouble finding it contact me.
  • You need the "datamining.bib" in your working directory to compile the Rmd file.
  • the "datamining.bib" stores the references. If not familiar with Bibtex, just delete the "bibliography: datamining.bib" from the Rmd preamble (12th line) - it compiles without the citations and refs.
  • you can always check the references from the pdf file.
  • the Rmd takes about 2 min to compile for me (2,4 GHz Intel Core i5).

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