you mean this right? ```py pd.DataFrame( confusion_matrix(y_true, y_pred, labels=['Dropout', 'Enrolled', 'Graduate']), index=['Dropout', 'Enrolled', 'Graduate'], columns=['Dropout', 'Enrolled', 'Graduate'] ) # original -----SVC----- Dropout Enrolled Graduate Dropout 206 29 49 Enrolled 31 52 76 Graduate 9 19 414 # class_weight='balanced' -----SVC----- Dropout Enrolled Graduate Dropout 193 57 34 Enrolled 28 92 39 Graduate 12 83 347 # down sample -----SVC----- Dropout Enrolled Graduate Dropout 134 50 16 Enrolled 30 131 38 Graduate 7 30 163 ```
Have you tuned your SVC? What Kernel are you using?