4.5 Article

Evaluating classification accuracy for modern learning approaches

Related references

Note: Only part of the references are listed.
Editorial Material Biotechnology & Applied Microbiology

Sorting multiple classes in multi-dimensional ROC analysis: parametric and nonparametric approaches

Jialiang Li et al.

BIOMARKERS (2014)

Review Public, Environmental & Occupational Health

Net Reclassification Indices for Evaluating Risk Prediction Instruments A Critical Review

Kathleen F. Kerr et al.

EPIDEMIOLOGY (2014)

Editorial Material Public, Environmental & Occupational Health

On NRI, IDI, and Good-Looking Statistics with Nothing Underneath

Jorgen Hilden

EPIDEMIOLOGY (2014)

Article Mathematical & Computational Biology

Multicategory reclassification statistics for assessing improvements in diagnostic accuracy

Jialiang Li et al.

BIOSTATISTICS (2013)

Article Public, Environmental & Occupational Health

Assessing the discriminative ability of risk models for more than two outcome categories

Ben Van Calster et al.

EUROPEAN JOURNAL OF EPIDEMIOLOGY (2012)

Article Mathematical & Computational Biology

Extending the c-statistic to nominal polytomous outcomes: the Polytomous Discrimination Index

Ben Van Calster et al.

STATISTICS IN MEDICINE (2012)

Article Mathematical & Computational Biology

Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers

Michael J. Pencina et al.

STATISTICS IN MEDICINE (2011)

Article Public, Environmental & Occupational Health

Assessing the Performance of Prediction Models A Framework for Traditional and Novel Measures

Ewout W. Steyerberg et al.

EPIDEMIOLOGY (2010)

Article Mathematical & Computational Biology

ROC analysis with multiple classes and multiple tests: methodology and its application in microarray studies

Jialiang Li et al.

BIOSTATISTICS (2008)

Article Mathematical & Computational Biology

Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond

Michael J. Pencina et al.

STATISTICS IN MEDICINE (2008)

Article Mathematical & Computational Biology

Properties of R2 statistics for logistic regression

B Hu et al.

STATISTICS IN MEDICINE (2006)

Article Statistics & Probability

Multicategory support vector machines: Theory and application to the classification of microarray data and satellite radiance data

YK Lee et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2004)

Article Mathematical & Computational Biology

Ordered multiple-class ROC analysis with continuous measurements

CT Nakas et al.

STATISTICS IN MEDICINE (2004)

Article Public, Environmental & Occupational Health

Limitations of the odds ratio in gauging the performance of a diagnostic, prognostic, or screening marker

MS Pepe et al.

AMERICAN JOURNAL OF EPIDEMIOLOGY (2004)

Article Nursing

Multinomial logistic regression

C Kwak et al.

NURSING RESEARCH (2002)