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

Informatics and Applied Informatics

Research output: Contribution to journal › 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{f63d79e60ba54cc8bfcbcc3f742e709b,

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 “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.",

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.}",

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 Publishing Group",

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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 - http://www.scopus.com/inward/record.url?scp=85115662259&partnerID=8YFLogxK

U2 - 10.1038/s41592-021-01304-2

DO - 10.1038/s41592-021-01304-2

M3 - Comment/debate

C2 - 34556867

AN - SCOPUS:85115662259

VL - 18

SP - 1409

EP - 1410

JO - Nature Methods

JF - Nature Methods

SN - 1548-7091

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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