Analysis and Visualization of Classifier Performance: Comparison under Imprecise Class and Cost Distributions (1997)

Cached

Download Links

by Foster Provost , Tom Fawcett
Venue:In Proceedings of the Third International Conference on Knowledge Discovery and Data Mining
Citations:260 - 14 self

Documents Related by Co-Citation

324 The Case Against Accuracy Estimation for Comparing Induction Algorithms – Foster Provost, Tom Fawcett, Ron Kohavi - 1997
2872 UCI repository of machine learning databases – C Blake, C Merz - 1998
3928 Classification and Regression Trees – L Breiman, J H Friedman, R A Olshen, C J Stone - 1984
303 MetaCost: A General Method for Making Classifiers Cost-Sensitive – Pedro Domingos - 1999
47 Combining Data Mining and Machine Learning for Effective User Profiling – Tom Fawcett, Foster Provost - 1996
543 The Meaning and Use of the Area under a Receiver Operating Characteristic (ROC) Curve. Radiology – J A Hanley, B J McNeil - 1982
112 Reducing misclassification costs – M J Pazzani, C J Merz, P M Murphy, K Ali, T Hume, C Brunk - 1994
164 Adaptive Fraud Detection – Tom Fawcett, Foster, Foster Provost - 1997
128 JAM: Java Agents for Meta-Learning over Distributed Databases – Salvatore Stolfo, Andreas L. Prodromidis, Shelley Tselepis, Wenke Lee, Wei Fan, Philip K. Chan - 1997
123 Toward Scalable Learning with Non-uniform Distributions: Effects and a Multi-classifier Approach – Philip Chan, Salvatore J. Stolfo - 1999
276 JA: Measuring the accuracy of diagnostic systems – Swets - 1988
438 The use of the area under the ROC curve in the evaluation of machine learning algorithms – Andrew P. Bradley - 1997
540 An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Variants – Eric Bauer, Ron Kohavi - 1999
4957 C4.5: programs for machine learning – R Quinlan - 1992
2509 Bagging Predictors – Leo Breiman, Leo Breiman - 1996
3364 Induction of Decision Trees – J. R. Quinlan - 1986
131 Tree Induction for Probability-based Ranking – Foster Provost , Pedro Domingos - 2002
229 Signal Detection Theory and ROC Analysis – James P Egan - 1975
126 Error Reduction through Learning Multiple Descriptions – Kamal M. Ali, Michael J. Pazzani - 1996