Beyond accuracy, F-score and ROC: a family of discriminant measures for performance evaluation

M Sokolova, N Japkowicz, S Szpakowicz - Australasian joint conference on …, 2006 - Springer
measures. In particular, we suggest evaluating the performance of classifiers using measures
… As suggested by Bayes’s theory [9,10], the measures listed in the survey section have the …

Qualitative company performance evaluation: Linear discriminant analysis and neural network models

K Bertels, JM Jacques, L Neuberg, L Gatot - European Journal of …, 1999 - Elsevier
In this paper, we present a classification model to evaluate the performance of companies
on the basis of qualitative criteria, such as organizational and managerial variables. The …

Discriminant analysis and similarity measure

C Liu - Pattern Recognition, 2014 - Elsevier
… of the discriminant analysis based … measure helps the discriminant analysis based feature
extraction methods achieve good pattern recognition performance, we analyze discriminant

Validity and reliability of a newly developed method for evaluating masticatory function using discriminant analysis

S Sato, K Fueki, H Sato, S Sueda… - Journal of oral …, 2003 - Wiley Online Library
… In this study, masticatory performance was assessed in both tests at the same time. Then,
the … measure what we think it is measuring, it hardly matters that the measurement is reliable. …

Discriminant analysis

CJ Huberty - Review of Educational Research, 1975 - journals.sagepub.com
… This paper reviews discriminant analysis in terms of … of discriminant analysis for classification
purposes, covers historical develop ment in the Pearsonian stage, dealing with measures

Application of linear discriminant analysis in performance evaluation of extractable nuclear antigen immunoassay systems in the screening and diagnosis of systemic …

D Pi, MH de Badyn, M Nimmo, R White… - American Journal of …, 2012 - academic.oup.com
… the study was to measure the diagnostic usefulness of autoantibody tests in a large tertiary
hospital environment and to assess the challenges facing performance evaluation with new …

Convergent and discriminant validities of performance evaluations in extremely isolated groups.

EK Gunderson, DH Ryman - Personnel Psychology, 1971 - search.ebscohost.com
… The general objectives for performance measurement outlined above have been partially
achieved in the Antarctic setting. A high degree of agreement between supervisor and peer …

Using Discriminant Analysis as a Method of Combining Multiple Measures of Student Performance.

R Good - 2002 - ERIC
… used for combining multiple measures of student performance were often subjective and …
was to use a discriminant analysis to combine a set of multiple measures in a manner that …

Discriminant analysis

MT Brown, HEA Tinsley - Journal of Leisure Research, 1983 - Taylor & Francis
… Although the discriminatory power of the analysis is not affected, the redundant information
in the correlated measures is disregarded in discriminant analysis. For example, if two …

Comparative performance of several robust linear discriminant analysis methods

V Todorov, AM Pires - REVSTAT-Statistical Journal, 2007 - revstat.ine.pt
… in the setting of the quadratic and linear discriminant analysis has been addressed by many
… of discriminant analysis. The available methods for robust linear discriminant analysis are …