419 citations · 1k across the 27 of their papers we have counts for
3 papers · 1 filter
Minerva and minepy: a C engine for the MINE suite and its R, Python and MATLAB wrappers
Davide Albanese, Michele Filosi, Roberto Visintainer +3
We introduce a novel implementation in ANSI C of the MINE family of algorithms for computing maximal information-based measures of dependence between two variables in large dataset…
A unifying view for performance measures in multi-class prediction
Giuseppe Jurman, Cesare Furlanello
In the last few years, many different performance measures have been introduced to overcome the weakness of the most natural metric, the Accuracy. Among them, Matthews Correlation…
Algebraic Comparison of Partial Lists in Bioinformatics
Giuseppe Jurman, Samantha Riccadonna, Roberto Visintainer +1
The outcome of a functional genomics pipeline is usually a partial list of genomic features, ranked by their relevance in modelling biological phenotype in terms of a classificatio…