Author Correction: DOME: recommendations for supervised machine learning validation in biology (Nature Methods, (2021), 18, 10, (1122-1127), 10.1038/s41592-021-01205-4)

ELIXIR Machine Learning Focus Group

doi:10.1038/s41592-021-01304-2

Author Correction: DOME: recommendations for supervised machine learning validation in biology (Nature Methods, (2021), 18, 10, (1122-1127), 10.1038/s41592-021-01205-4)

ELIXIR Machine Learning Focus Group

Mathematics

06-01 Centros
University of Tartu
Barcelona Supercomputing Center
Tallinn University of Technology
University College Dublin
University of Bologna
Consiglio Nazionale delle Ricerche
University of Padova
Biomedical Sciences Research Center “Alexander Fleming”
Université Paris-Sud
Fundación Progreso y Salud
University of Turin
Netherlands eScience Center
Structural and Computational Biology Unit
ULB Center for Diabetes Research
Pompeu Fabra University
ICREA Catalan Institution for Research and Advanced Studies
Barcelona Institute of Science and Technology (BIST)
IMIM-Hospital del Mar
University of Galway
University of Luxembourg
University of Chemistry and Technology, Prague
Aix-Marseille Université
University of Milan
Wellcome Genome Campus
Centre for Research and Technology Hellas

Research output: Contribution to a Journal (Peer & Non Peer) › Comment/debate

5 Citations (Scopus)

Abstract

In the version of this Comment initially published, an error appeared in the “Specificity” equation displayed in the middle-right panel of Fig. 2. Originally reading “ fp/fp+tn”, the equation has been corrected to read: “ tn/tn+fp”. The error has been corrected in the online version of the Article. *A list of authors and their affiliations appears online.

Original language	English
Pages (from-to)	1409-1410
Number of pages	2
Journal	Nature Methods
Volume	18
Issue number	11
DOIs	https://doi.org/10.1038/s41592-021-01304-2
Publication status	Published - Nov 2021

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@article{93d8032bfe0c40ac819a6d561a5065ba,

title = "Author Correction: DOME: recommendations for supervised machine learning validation in biology (Nature Methods, (2021), 18, 10, (1122-1127), 10.1038/s41592-021-01205-4)",

abstract = "In the version of this Comment initially published, an error appeared in the {\textquotedblleft}Specificity{\textquotedblright} equation displayed in the middle-right panel of Fig. 2. Originally reading {\textquotedblleft} fp/fp+tn{\textquotedblright}, the equation has been corrected to read: {\textquotedblleft} tn/tn+fp{\textquotedblright}. The error has been corrected in the online version of the Article. *A list of authors and their affiliations appears online.",

author = "\{ELIXIR Machine Learning Focus Group\} and Ian Walsh and Dmytro Fishman and Dario Garcia-Gasulla and Tiina Titma and Gianluca Pollastri and Emidio Capriotti and Rita Casadio and Salvador Capella-Gutierrez and Davide Cirillo and \{Del Conte\}, Alessio and Dimopoulos, \{Alexandros C.\} and \{Del Angel\}, \{Victoria Dominguez\} and Joaquin Dopazo and Piero Fariselli and Fern{\'a}ndez, \{Jos{\'e} Maria\} and Florian Huber and Anna Kreshuk and Tom Lenaerts and Martelli, \{Pier Luigi\} and Arcadi Navarro and Pilib Broin and Janet Pi{\~n}ero and Damiano Piovesan and Martin Reczko and Francesco Ronzano and Venkata Satagopam and Castrense Savojardo and Vojtech Spiwok and Tangaro, \{Marco Antonio\} and Giacomo Tartari and David Salgado and Alfonso Valencia and Federico Zambelli and Jennifer Harrow and Psomopoulos, \{Fotis E.\} and Tosatto, \{Silvio C.E.\}",

note = "Publisher Copyright: {\textcopyright} 2021, Springer Nature America, Inc.",

year = "2021",

month = nov,

doi = "10.1038/s41592-021-01304-2",

language = "English",

volume = "18",

pages = "1409--1410",

journal = "Nature Methods",

issn = "1548-7091",

publisher = "Nature Research",

number = "11",

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TY - JOUR

T1 - Author Correction

T2 - DOME: recommendations for supervised machine learning validation in biology (Nature Methods, (2021), 18, 10, (1122-1127), 10.1038/s41592-021-01205-4)

AU - ELIXIR Machine Learning Focus Group

AU - Walsh, Ian

AU - Fishman, Dmytro

AU - Garcia-Gasulla, Dario

AU - Titma, Tiina

AU - Pollastri, Gianluca

AU - Capriotti, Emidio

AU - Casadio, Rita

AU - Capella-Gutierrez, Salvador

AU - Cirillo, Davide

AU - Del Conte, Alessio

AU - Dimopoulos, Alexandros C.

AU - Del Angel, Victoria Dominguez

AU - Dopazo, Joaquin

AU - Fariselli, Piero

AU - Fernández, José Maria

AU - Huber, Florian

AU - Kreshuk, Anna

AU - Lenaerts, Tom

AU - Martelli, Pier Luigi

AU - Navarro, Arcadi

AU - Broin, Pilib

AU - Piñero, Janet

AU - Piovesan, Damiano

AU - Reczko, Martin

AU - Ronzano, Francesco

AU - Satagopam, Venkata

AU - Savojardo, Castrense

AU - Spiwok, Vojtech

AU - Tangaro, Marco Antonio

AU - Tartari, Giacomo

AU - Salgado, David

AU - Valencia, Alfonso

AU - Zambelli, Federico

AU - Harrow, Jennifer

AU - Psomopoulos, Fotis E.

AU - Tosatto, Silvio C.E.

PY - 2021/11

Y1 - 2021/11

N2 - In the version of this Comment initially published, an error appeared in the “Specificity” equation displayed in the middle-right panel of Fig. 2. Originally reading “ fp/fp+tn”, the equation has been corrected to read: “ tn/tn+fp”. The error has been corrected in the online version of the Article. *A list of authors and their affiliations appears online.

AB - In the version of this Comment initially published, an error appeared in the “Specificity” equation displayed in the middle-right panel of Fig. 2. Originally reading “ fp/fp+tn”, the equation has been corrected to read: “ tn/tn+fp”. The error has been corrected in the online version of the Article. *A list of authors and their affiliations appears online.

UR - https://www.scopus.com/pages/publications/85115662259

U2 - 10.1038/s41592-021-01304-2

DO - 10.1038/s41592-021-01304-2

M3 - Comment/debate

C2 - 34556867

AN - SCOPUS:85115662259

SN - 1548-7091

VL - 18

SP - 1409

EP - 1410

JO - Nature Methods

JF - Nature Methods

IS - 11

ER -

Author Correction: DOME: recommendations for supervised machine learning validation in biology (Nature Methods, (2021), 18, 10, (1122-1127), 10.1038/s41592-021-01205-4)

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