Ensembles of phalanxes across assessment metrics for robust ranking of homologous proteins

no code implementations • 21 Jun 2017 • Jabed H. Tomal, William J. Welch, Ruben H. Zamar

Our approach uses an ensemble of models in a classifier and an ensemble of assessment metrics.

Binary Classification General Classification

Ensembling classification models based on phalanxes of variables with applications in drug discovery

no code implementations • 20 Mar 2013 • Jabed H. Tomal, William J. Welch, Ruben H. Zamar

Because the class of interest is rare in the training data, there is relatively little information in the known class response labels for model building.

Drug Discovery General Classification