We therefore make use of Bayesian optimization (Bayesopt) to make as many modeling decisions as possible (Pelikan, 2005;Snoek et al., 2012;Bergstra et al., 2015;Yogatama et al., 2015).
let F be the set of features that might be used as input to any text classification algorithm.