Sequential Minimal Optimization for $\epsilon$-SVR with MAPE Loss and Sample-Dependent Box Constraints

Pablo Benavides-Herrera, Riemann Ruiz-Cruz, Juan Diego Sánchez-Torres

Support vector regression with Mean Absolute Percentage Error (MAPE) loss is theoretically well-motivated for forecasting applications where accuracy is evaluated in relative terms…