TY - CPAPER AU - Gutiérrez García-Pardo, Inmaculada AU - Santos, Daniel AU - Castro Cantalejo, Javier AU - Gómez González, Daniel AU - Espínola Vílchez, María Rosario AU - Guevara Gil, Juan Antonio PY - 2022 DO - 10.1109/FUZZ-IEEE55066.2022.9882566 SN - 978-1-6654-6710-0 SN - 978-1-6654-6711-7 SN - 1544-5615 UR - https://hdl.handle.net/20.500.14352/104418 AB - Abstract: There is a wide range of papers in the literature about the explanation of machine learning models in which Shapley value is considered to measure the importance of the features in these models. We can distinguish between these which set... LA - eng M2 - 1 KW - Visualization KW - Analytical models KW - Machine learning KW - Proposals KW - Game theory KW - Fuzzy systems TI - On measuring features importance in Machine Learning models in a two-dimensional representation scenario TY - conference paper ER -