82 citations · 109 across the 4 of their papers we have counts for
4 papers
Orange Lab: Lowering Barriers to Data Mining through Embedded Interactive Workflows
Matej Bevec, Aleš Erjavec, Vesna Tanko +5
While visual programming of data analysis workflows has become an important vehicle for the democratization of data science, such systems remain largely confined to standalone appl…
Statistical comparison of classifiers through Bayesian hierarchical modelling
Giorgio Corani, Alessio Benavoli, Janez Demšar +2
Usually one compares the accuracy of two competing classifiers via null hypothesis significance tests (nhst). Yet the nhst tests suffer from important shortcomings, which can be ov…
Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis
Alessio Benavoli, Giorgio Corani, Janez Demsar +1
The machine learning community adopted the use of null hypothesis significance testing (NHST) in order to ensure the statistical validity of results. Many scientific fields however…
Combinatorial algorithm for counting small induced graphs and orbits
Tomaž Hočevar, Janez Demšar
Graphlet analysis is an approach to network analysis that is particularly popular in bioinformatics. We show how to set up a system of linear equations that relate the orbit counts…