(Q92392566)

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31898477%20AND%20SRC:MED&resulttype=core&format=json

29 April 2020

title

The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation (English)

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31898477%20AND%20SRC:MED&resulttype=core&format=json

29 April 2020

main subject

binary classification

1 reference

1

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31898477%20AND%20SRC:MED&resulttype=core&format=json

29 April 2020

Giuseppe Jurman

series ordinal

2

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31898477%20AND%20SRC:MED&resulttype=core&format=json

29 April 2020

language of work or name

English

0 references

publication date

2 January 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31898477%20AND%20SRC:MED&resulttype=core&format=json

29 April 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31898477%20AND%20SRC:MED&resulttype=core&format=json

29 April 2020

volume

21

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31898477%20AND%20SRC:MED&resulttype=core&format=json

29 April 2020

issue

1

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31898477%20AND%20SRC:MED&resulttype=core&format=json

29 April 2020

page(s)

6

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31898477%20AND%20SRC:MED&resulttype=core&format=json

Why Cohen's Kappa should be avoided as performance measure in classification

29 April 2020

cites work

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Enhancing Confusion Entropy (CEN) for binary and multiclass classification

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Computational prediction of diagnosis and feature selection on mesothelioma patient health records

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Local epigenomic state cannot discriminate interacting and non-interacting enhancer-promoter pairs with high accuracy

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Distillation of the clinical algorithm improves prognosis by multi-task deep learning in high-risk Neuroblastoma

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Phylogenetic convolutional neural networks in metagenomics.

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Classifiers and their Metrics Quantified.

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Ten quick tips for machine learning in computational biology.

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Precision and recall oncology: combining multiple gene mutations for improved identification of drug-sensitive tumours.

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Optimal classifier for imbalanced data using Matthews Correlation Coefficient metric

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Enhancer-promoter interactions are encoded by complex genomic signatures on looping chromatin

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Optimal Thresholding of Classifiers to Maximize F1 Measure

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

The precision--recall curve overcame the optimism of the receiver operating characteristic curve in rare diseases

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

The precision-recall plot is more informative than the ROC plot when evaluating binary classifiers on imbalanced datasets

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

The disagreeable behaviour of the kappa statistic.

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

A comprehensive assessment of RNA-seq accuracy, reproducibility and information content by the Sequencing Quality Control Consortium

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Area under precision-recall curves for weighted and unweighted data

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Interrater reliability: the kappa statistic.

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

A comparison of MCC and CEN error measures in multi-class prediction

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

How to evaluate performance of prediction methods? Measures and their interpretation in variation effect analysis

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Class prediction for high-dimensional class-imbalanced data

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Small-sample precision of ROC-related estimates

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Evaluating diagnostic tests: The area under the ROC curve and the balance of errors

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Predictor correlation impacts machine learning algorithms: implications for genomic studies.

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Morphometric analysis of white matter lesions in MR images: method and validation

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Classification algorithms for phenotype prediction in genomics and proteomics

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Accurate cancer classification using expressions of very few genes.

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

De novo SVM classification of precursor microRNAs from genomic pseudo hairpins using global and intrinsic folding measures

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Partial least squares: a versatile tool for the analysis of high-dimensional genomic data

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Agreement, the f-measure, and reliability in information retrieval

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Comparing two K-category assignments by a K-category correlation coefficient

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Assessing the accuracy of prediction algorithms for classification: an overview

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

The meaning and use of the area under a receiver operating characteristic (ROC) curve

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Comparison of the predicted and observed secondary structure of T4 phage lysozyme

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

The Measurement of Observer Agreement for Categorical Data

17 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=6941312

Supervised deep learning embeddings for the prediction of cervical cancer diagnosis

17 February 2021

1 reference

COCI

https://opencitations.net/index/coci/api/v1/citations/10.7717/PEERJ-CS.154

10.1186/S12864-019-6413-7

25 March 2023

Identifiers

DOI

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31898477%20AND%20SRC:MED&resulttype=core&format=json

29 April 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31898477%20AND%20SRC:MED&resulttype=core&format=json

29 April 2020

PubMed publication ID

31898477

1 reference