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04/28/2015
Building Classifiers to Predict the Start of Glucose-Lowering Pharmacotherapy Using Belgian Health Expenditure Data
Early diagnosis is important for type 2 diabetes (T2D) to improve patien...
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04/26/2015
Assessing binary classifiers using only positive and unlabeled data
Assessing the performance of a learned model is a crucial part of machin...
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02/07/2015
Hyperparameter Search in Machine Learning
We introduce the hyperparameter search problem in the field of machine l...
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03/04/2014
EnsembleSVM: A Library for Ensemble Learning Using Support Vector Machines
EnsembleSVM is a free software package containing efficient routines to ...
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03/04/2014
Fast Prediction with SVM Models Containing RBF Kernels
We present an approximation scheme for support vector machine models tha...
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02/13/2014