modelo,acuracia,kappa,sensibilidade_macro,especificidade_macro,f1_macro SVM linear,0.40153846153846157,0.3516666666666666,0.40153846153846157,0.9501282051282052,0.40929682290313046 SVM radial ajustado,0.38,0.3283333333333333,0.38,0.9483333333333333,0.3905066510222767 PCA + SVM radial,0.3676923076923077,0.31499999999999995,0.3676923076923077,0.9473076923076923,0.37836144953604534 Random Forest,0.35692307692307695,0.3033333333333333,0.35692307692307695,0.9464102564102563,0.38061565488169397 SVM radial,0.15846153846153846,0.08833333333333333,0.15846153846153846,0.9298717948717948,0.22329423850231678