Discrimination-Based Criteria for the Evaluation of Classifiers
暂无分享,去创建一个
Thanh Ha Dang | Bernadette Bouchon-Meunier | Christophe Marsala | Alain Boucher | B. Bouchon-Meunier | C. Marsala | A. Boucher | T. Dang
[1] C. Marsala,et al. Apprentissage inductif en presence de donnees imprecises : construction et utilisation d'arbres de decision flous , 1998 .
[2] Andrew P. Bradley,et al. The use of the area under the ROC curve in the evaluation of machine learning algorithms , 1997, Pattern Recognit..
[3] C. Marsala,et al. Analytical structure of hierarchical discrimination , 1999, FUZZ-IEEE'99. 1999 IEEE International Fuzzy Systems. Conference Proceedings (Cat. No.99CH36315).
[4] Arthur Ramer,et al. Hierarchical Model for Discrimination Measures , 1999 .
[5] Tom Fawcett,et al. Analysis and Visualization of Classifier Performance: Comparison under Imprecise Class and Cost Distributions , 1997, KDD.
[6] Kevin B. Korb,et al. The Evaluation of Predictive Learners: Some Theoretical and Empirical Results , 2001, ECML.
[7] Christopher J. Merz,et al. UCI Repository of Machine Learning Databases , 1996 .
[8] Thanh Ha Dang,et al. Measures of information for inductive learning , 2004 .
[9] J. Ross Quinlan,et al. Induction of Decision Trees , 1986, Machine Learning.
[10] Isabelle Alvarez,et al. Explaining the Result of a Decision Tree to the End-User , 2004, ECAI.
[11] Catherine Blake,et al. UCI Repository of machine learning databases , 1998 .
[12] Thorsten Joachims,et al. KDD-Cup 2004: results and analysis , 2004, SKDD.
[13] Ron Kohavi,et al. The Case against Accuracy Estimation for Comparing Induction Algorithms , 1998, ICML.
[14] Tom Fawcett,et al. ROC Graphs: Notes and Practical Considerations for Researchers , 2007 .
[15] Sang Joon Kim,et al. A Mathematical Theory of Communication , 2006 .
[16] I. Bratko,et al. Information-based evaluation criterion for classifier's performance , 2004, Machine Learning.