modelo,acuracia,kappa,sensibilidade_macro,especificidade_macro,f1_macro SVM linear,0.37362637362637363,0.3214285714285714,0.37362637362637363,0.9478021978021978,0.36460524043005765 SVM radial ajustado,0.36538461538461536,0.31249999999999994,0.36538461538461536,0.9471153846153846,0.36302238351838 Random Forest,0.34065934065934067,0.2857142857142857,0.34065934065934067,0.945054945054945,0.3405200571756793 PCA + SVM radial,0.31043956043956045,0.25297619047619047,0.31043956043956045,0.94253663003663,0.3160780319263731 SVM radial,0.14835164835164835,0.07738095238095237,0.14835164835164835,0.9290293040293041,0.16727440711436561