predict_single('''08/1992-05/1996 BA, Biology, West Virginia University, Morgantown, WV''')

# 'Education'

                                 precision    recall  f1-score   support

        Administrative Position      0.73      0.73      0.73        49
        Appointments                 0.73      0.84      0.79       115
        Bibliography                 0.94      0.83      0.88        87
        Board Certification          0.94      0.77      0.85        44
        Education                    0.86      0.86      0.86       100
        Grants/Clinical Trials       0.94      0.85      0.89        40
        Other                        0.69      0.77      0.73       156
        Patents                      0.98      0.98      0.98        43
        Professional Honors          0.80      0.85      0.82       170
        Professional Service         0.85      0.61      0.71        85

           accuracy                           0.81       889
          macro avg       0.85      0.81      0.82       889
       weighted avg       0.82      0.81      0.81       889