Davide Chicco

Created: Nov 11, 2026

•Updated: Nov 11, 2026

Public URLs (2)

Affiliations

2023 - Present

2021 - Present

Krembil Research Institute

2020 - 2021

Peter Munk Cardiac Centre

2018 - 2019

2014 - 2018

As of Oct 14, 2026 · 169 works

117 on NobleID · 26 being added

Title	Cited by	Year
The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation BMC Genomics	6,051	2020
The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation PeerJ Computer Science	5,310	2021
Bioconda: sustainable and comprehensive software distribution for the life sciences Nature Methods	1,641	2018
The Matthews correlation coefficient (MCC) is more reliable than balanced accuracy, bookmaker informedness, and markedness in two-class confusion matrix evaluation BioData Mining	885	2021
Ten quick tips for machine learning in computational biology BioData Mining	878	2017

Creating an account is free.

For data access, contact info@nobleid.org.