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stat.ML2017★ 1 cited
Ensembles of phalanxes across assessment metrics for robust ranking of homologous proteins
Jabed H Tomal, William J Welch, Ruben H Zamar
Two proteins are homologous if they have a common evolutionary origin, and the binary classification problem is to identify proteins in a candidate set that are homologous to a par…
stat.ML2013★ 4 cited
Ensembling classification models based on phalanxes of variables with applications in drug discovery
Jabed H. Tomal, William J. Welch, Ruben H. Zamar
Statistical detection of a rare class of objects in a two-class classification problem can pose several challenges. Because the class of interest is rare in the training data, ther…