Mapa Multimodal - Portos, Rodovias, Ferrovias e Hidrovias

Nonlinear regression modeling (Neural Networks, MARS, SVM, KNN) applied to Friedman simulation data and chemical manufacturing yield optimization. Demonstrates MARS's automatic feature selection and compares nonlinear vs. linear model performance for pharmaceutical applications.