modelo,acuracia,kappa,sensibilidade_macro,especificidade_macro,f1_macro SVM linear,0.36298074633403044,0.30995815445239716,0.3633603238866397,0.9469207558795383,0.3834656395997568 SVM radial ajustado,0.35649417578146686,0.3029397087363448,0.35684210526315785,0.9463815622092584,0.3720660941606715 Random Forest,0.3284677302142518,0.27258541671650627,0.32878542510121456,0.9440465083621263,0.3405924694392964 PCA + SVM radial,0.32364187317626886,0.26735133180485987,0.32388663967611336,0.9436442293130114,0.35932566977715646 SVM radial,0.14187017563340923,0.0708961467200726,0.14327935222672064,0.9285272695006503,0.17432376344764106