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Measuring classifier performance: a coherent alternative to the area under the ROC curve JOURNAL ARTICLE published October 2009 in Machine Learning |
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Measuring Classifier Performance: On the Incoherence of the Area under the ROC Curve and What to Do about It BOOK CHAPTER published 19 December 2011 in Statistical Learning and Data Science |
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Optimising area under the ROC curve using gradient descent PROCEEDINGS ARTICLE published 2004 in Twenty-first international conference on Machine learning - ICML '04 |
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Figure 2: BCD with support vector machine classifier: ROC curve and confusion matrix. COMPONENT published |
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Figure 4: Performance analysis of different machine learning models on receiver operating curve (ROC). COMPONENT published |
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Figure 2. Area under the ROC curve COMPONENT published |
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Figure 6: BCD with Kernel support vector machine classifier: ROC curve and confusion matrix. COMPONENT published |
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Hinge Rank Loss and the Area Under the ROC Curve BOOK CHAPTER published in Machine Learning: ECML 2007 |
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Figure 4: Area under the ROC curve of different methods. COMPONENT published |
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Extension of ROC curve PROCEEDINGS ARTICLE published September 2009 in 2009 IEEE International Workshop on Machine Learning for Signal Processing |
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The use of the area under the ROC curve in the evaluation of machine learning algorithms JOURNAL ARTICLE published July 1997 in Pattern Recognition |
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Figure 2: Area under the ROC curve of the scoring system. COMPONENT published |
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Supplemental Information 2: The receiver operating characteristic curve (ROC) and the threshold independent area under the ROC curve (AUC) values of the SDM COMPONENT published |
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Figure 3: The ROC curve of each machine learning model. COMPONENT published |
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Appendix 6—figure 2. Sample ROC curves (gray). COMPONENT published |
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Feature Selection for Maximizing the Area Under the ROC Curve PROCEEDINGS ARTICLE published December 2009 in 2009 IEEE International Conference on Data Mining Workshops |
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Figure 4: AUC ROC curve analysis of nine machine learning algorithms. COMPONENT published |
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Figure 13. ROC-curve for the developed classifier COMPONENT published |
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Area Under Curve BOOK CHAPTER published 2011 in Encyclopedia of Machine Learning |
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ROC Curve BOOK CHAPTER published 2011 in Encyclopedia of Machine Learning |