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research article
Rgtsp: a generalized top scoring pairs package for class prediction
Popovici, Vlad
•
Budinska, Eva
•
Delorenzi, Mauro
2011
A top scoring pair (TSP) classifier consists of a pair of variables whose relative ordering can be used for accurately predicting the class label of a sample. This classification rule has the advantage of being easily interpretable and more robust against technical variations in data, as those due to different microarray platforms. Here we describe a parallel implementation of this classifier which significantly reduces the training time, and a number of extensions, including a multi-class approach, which has the potential of improving the classification performance.
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