Technical Reports - Query Results
Your query term was 'number = 2005-18'1 report found
- OFAI-TR-2005-18 (
61kB g-zipped PostScript file, 
91kB PDF file)Statistical Evaluation of Music Information Retrieval Experiments
- Arthur Flexer
- This work concerns the necessity of statistical evaluation of Music
Information Retrieval (MIR) experiments. This necessity is motivated
by applying fundamental notions of statistical hypotheses testing to
MIR research. Minimum requirements concerning statistical evaluation
are developed and the appropriate statistical techniques are
introduced and exemplified in a genre classification context.
Articles from the MIR literature are examined and criticized for the
lack of statistical evaluation they contain.
Keywords: Music Information Retrieval, Evaluation, Statistical Testing, Sampling Methods
- This work concerns the necessity of statistical evaluation of Music
Information Retrieval (MIR) experiments. This necessity is motivated
by applying fundamental notions of statistical hypotheses testing to
MIR research. Minimum requirements concerning statistical evaluation
are developed and the appropriate statistical techniques are
introduced and exemplified in a genre classification context.
Articles from the MIR literature are examined and criticized for the
lack of statistical evaluation they contain.