Kampa, K.; Mehta, S.; Chou, C.; Chaovalitwongse, W.; … - In: Journal of Global Optimization 59 (2014) 2, pp. 439-457
Feature selection plays an important role in the successful application of machine learning techniques to large real-world datasets. Avoiding model overfitting, especially when the number of features far exceeds the number of observations, requires selecting informative features and/or...