Literature DB >> 34426008

Commentary: To classify means to choose a threshold.

Jiangnan Lyu1, Hemant Ishwaran2.   

Abstract

Entities:  

Year:  2021        PMID: 34426008      PMCID: PMC8821726          DOI: 10.1016/j.jtcvs.2021.08.009

Source DB:  PubMed          Journal:  J Thorac Cardiovasc Surg        ISSN: 0022-5223            Impact factor:   5.209


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  6 in total

1.  Soft and hard classification by reproducing kernel Hilbert space methods.

Authors:  Grace Wahba
Journal:  Proc Natl Acad Sci U S A       Date:  2002-12-11       Impact factor: 11.205

2.  Commentary: The problem of class imbalance in biomedical data.

Authors:  Hemant Ishwaran; Robert O'Brien
Journal:  J Thorac Cardiovasc Surg       Date:  2020-06-29       Impact factor: 5.209

3.  A Random Forests Quantile Classifier for Class Imbalanced Data.

Authors:  Robert O'Brien; Hemant Ishwaran
Journal:  Pattern Recognit       Date:  2019-01-29       Impact factor: 7.740

4.  Limitations of receiver operating characteristic curve on imbalanced data: Assist device mortality risk scores.

Authors:  Faezeh Movahedi; Rema Padman; James F Antaki
Journal:  J Thorac Cardiovasc Surg       Date:  2021-07-30       Impact factor: 5.209

5.  REPLY: THE STANDARDIZATION AND AUTOMATION OF MACHINE LEARNING FOR BIOMEDICAL DATA.

Authors:  Hemant Ishwaran; Robert O'Brien
Journal:  J Thorac Cardiovasc Surg       Date:  2020-08-28       Impact factor: 5.209

6.  Commentary: Dabblers: Beware of hidden dangers in machine-learning comparisons.

Authors:  Hemant Ishwaran; Eugene H Blackstone
Journal:  J Thorac Cardiovasc Surg       Date:  2020-08-31       Impact factor: 6.439

  6 in total

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