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On the Dangers of Cross-Validation. An Experimental Evaluation.

, and . SDM, page 588-596. SIAM, (2008)

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Clinical and financial outcomes analysis with existing hospital patient records., , , , and . KDD, page 416-425. ACM, (2003)Batch Classification with Applications in Computer Aided Diagnosis., , , , and . ECML, volume 4212 of Lecture Notes in Computer Science, page 449-460. Springer, (2006)A methodology for training and validating a CAD system and potential pitfalls., , , , , and . CARS, volume 1268 of International Congress Series, page 1010-1014. Elsevier, (2004)On the medical frontier: the 2006 KDD Cup competition and results., , , , and . SIGKDD Explor., 8 (2): 39-46 (2006)Rule extraction from linear support vector machines., , and . KDD, page 32-40. ACM, (2005)Computer aided detection via asymmetric cascade of sparse hyperplane classifiers., , , , , , and . KDD, page 837-844. ACM, (2006)A fast iterative algorithm for fisher discriminant using heterogeneous kernels., , , and . ICML, volume 69 of ACM International Conference Proceeding Series, ACM, (2004)Probabilistic Joint Feature Selection for Multi-task Learning., , , and . SDM, page 332-342. SIAM, (2007)Real-Time Multi-model Tracking of Myocardium in Echocardiography Using Robust Information Fusion., , , and . MICCAI (2), volume 3217 of Lecture Notes in Computer Science, page 777-785. Springer, (2004)Learning Classifiers When the Training Data Is Not IID., , , and . IJCAI, page 756-761. (2007)