TY - JOUR AU - Valencia García, Olga AU - Ortiz Fernández, Mª Cruz AU - Ruiz Miguel, Santiago AU - Sánchez Pastor, Mª Sagrario AU - Sarabia Peinador, Luis Antonio PY - 2022 SN - 0169-7439 UR - http://hdl.handle.net/10259/7425 AB - The paper presents a new methodology within the framework of the so-called compliant class-models, PLS2-CM, designed with the purpose of improving the performance of class-modelling in a setting with more than two classes. The improvement in the... LA - eng PB - Elsevier KW - Compliant class-models KW - Error-correcting output code (ECOC) KW - Partial least squares multi-response regression (PLS2) KW - Sensitivity KW - Specificity KW - Diagonal modified confusion entropy (DMCEN) KW - Química KW - Chemistry KW - Matemáticas KW - Mathematics TI - Simultaneous class-modelling in chemometrics: A generalization of Partial Least Squares class modelling for more than two classes by using error correcting output code matrices DO - 10.1016/j.chemolab.2022.104614 T2 - Chemometrics and Intelligent Laboratory Systems VL - 227 ER -