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  • Search: subject:"ROC curve analysis"
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Subject
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ROC curve analysis 2 bankruptcy prediction 2 classification 2 data preparation 1 decision tree 1 logistic regression 1 neural networks 1 outliers 1 support vector machines (SVM) 1 univariate splitting 1
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Free 2
Type of publication
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Article 2
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Undetermined 2
Author
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Kristóf, Tamás 1 Nyitrai, Tamás 1 Virag, Miklós 1 Virág, Miklós 1
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Acta Oeconomica 1 Society and Economy 1
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RePEc 2
Showing 1 - 2 of 2
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Application of support vector machines on the basis of the first Hungarian bankruptcy model
Virag, Miklós; Nyitrai, Tamás - In: Society and Economy 35 (2013) August, pp. 227-248
In our study we rely on a data mining procedure known as support vector machine (SVM) on the database of the first Hungarian bankruptcy model. The models constructed are then contrasted with the results of earlier bankruptcy models with the use of classification accuracy and the area under the...
Persistent link: https://www.econbiz.de/10010822406
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Data reduction and univariate splitting — Do they together provide better corporate bankruptcy prediction?
Kristóf, Tamás; Virág, Miklós - In: Acta Oeconomica 62 (2012) June, pp. 205-228
Characteristic (ROC) curve analysis. The article attempts to answer the question of whether the simultaneous application of data …
Persistent link: https://www.econbiz.de/10010822327
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