TY - JOUR AU - Gorriz Sáez, Juan Manuel AU - Jiménez Mesa, Carmen AU - Segovia, Fermín AU - Castillo Barnes, Diego AU - Martínez Murcia, Francisco Jesús AU - Salas-González, Diego AU - Illan, Ignacio A. AU - García Puntonet, Carlos AU - López García, David PY - 2020 UR - http://hdl.handle.net/10481/66263 AB - In the 1970s a novel branch of statistics emerged focusing its effort on the selection of a function for the pattern recognition problem that would fulfill a relationship between the quality of the approximation and its complexity. This theory is... LA - eng PB - ELSEVIER KW - Hypothesis tests KW - Upper bounds KW - Actual and empirical risks KW - Finite class lemma KW - Rademacher averages KW - Cross-validation TI - Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities DO - 10.1016/j.inffus.2020.09.008 ER -