ICDM03 - Data Cleaning and Methodological Issues Algorithms for Spatial Outlier Detection Chang-Tien Lu Dechang Chen Yufeng Kou Model Stability: A key factor in determining whether an algorithm produces an optimal model from a matching distribution Kai Ming Ting Regina Jing Ying Quek Comparing Naive Bayes, Decision Trees, and SVM with AUC and Accuracy Jin Huang Jingjing Lu Charles X. Ling Impact Studies and Sensitivity Analysis in Medical Data Mining with ROC-based Genetic Learning Michèle Sebag Jérôme Azé Noël Lucas Is random model better? On its accuracy and efficiency Wei Fan Haixun Wang Philip S. Yu Sheng Ma Probabilistic Noise Identification and Data Cleaning Jeremy Kubica Andrew Moore Return to ICDM03 session listing ©2004 Association for Computing Machinery