TABLE 6
Pairwise precision, recall, and F-scores for highly cited researchers.
| Researcher name (last name, first name) | Our clustering | Authority 2009 | ||||
|---|---|---|---|---|---|---|
|
|
| |||||
| Precision | Recall | F-score | Precision | Recall | F-score | |
| Agarwal, Ashok | 0.882 | 0.405 | 0.556 | 0.778 | 0.991 | 0.871 |
| Alves, Cintia | 1.000 | 0.960 | 0.980 | 0.960 | 0.960 | 0.960 |
| Ammenwerth, Elske | 0.935 | 1.000 | 0.966 | 0.935 | 1.000 | 0.966 |
| Amorim, Antonio | 0.887 | 0.988 | 0.935 | 0.848 | 1.000 | 0.918 |
| Antman, Elliott | 0.974 | 0.916 | 0.944 | 0.965 | 0.970 | 0.967 |
| Bates, David | 1.000 | 0.778 | 0.875 | 1.000 | 0.822 | 0.902 |
| Buring, Julie | 1.000 | 1.000 | 1.000 | 1.000 | 0.984 | 0.992 |
| Camargo, Carlos | 0.915 | 0.993 | 0.952 | 0.743 | 1.000 | 0.853 |
| Cannon, Christopher | 0.977 | 0.955 | 0.966 | 0.964 | 0.968 | 0.966 |
| Carrell, Douglas | 0.890 | 1.000 | 0.942 | 0.890 | 1.000 | 0.942 |
| Durham, Stephen | 1.000 | 0.946 | 0.972 | 1.000 | 0.843 | 0.915 |
| Eisenberg, David | 0.977 | 0.630 | 0.766 | 0.973 | 0.463 | 0.628 |
| Epstein, Ronald | 1.000 | 0.807 | 0.893 | 1.000 | 0.653 | 0.790 |
| Hellstrom, Wayne | 0.908 | 0.981 | 0.943 | 0.901 | 1.000 | 0.948 |
| Hood, Kerenza | 0.821 | 0.739 | 0.778 | 1.000 | 0.718 | 0.836 |
| Hu, Frank | 0.977 | 0.703 | 0.818 | 0.983 | 0.679 | 0.803 |
| Ioannidis, John | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Jorgensen, Niels | 1.000 | 1.000 | 1.000 | 1.000 | 0.941 | 0.969 |
| Kaptchuk, Ted | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Kritchevsky, Stephen | 1.000 | 0.967 | 0.983 | 1.000 | 0.903 | 0.949 |
| Lako, Majlinda | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Leffers, Henrik | 0.964 | 1.000 | 0.982 | 0.964 | 1.000 | 0.982 |
| Libby, Peter | 0.921 | 0.885 | 0.903 | 0.911 | 0.966 | 0.938 |
| Manson, JoAnn | 1.000 | 0.962 | 0.981 | 1.000 | 0.993 | 0.996 |
| Ridker, Paul | 1.000 | 0.977 | 0.988 | 1.000 | 0.995 | 0.998 |
| Rifai, Nader | 1.000 | 0.966 | 0.983 | 0.989 | 0.994 | 0.992 |
| Rimm, Eric | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Rodriguez Martinez, Heriberto | 0.780 | 1.000 | 0.877 | 0.768 | 1.000 | 0.869 |
| Roewer, Lutz | 0.925 | 1.000 | 0.961 | 0.925 | 1.000 | 0.961 |
| Schneider, Peter | 0.984 | 0.923 | 0.953 | 0.983 | 0.792 | 0.877 |
| Simonsick, Eleanor | 0.985 | 1.000 | 0.992 | 0.985 | 1.000 | 0.992 |
| Stampfer, Meir | 0.992 | 0.914 | 0.952 | 0.990 | 0.938 | 0.963 |
| Sunde, Kjetil | 0.904 | 1.000 | 0.949 | 0.861 | 1.000 | 0.925 |
| Szibor, Reinhard | 0.924 | 1.000 | 0.961 | 0.901 | 1.000 | 0.948 |
| Ter Kuile, Feiko | 0.823 | 1.000 | 0.903 | 0.823 | 1.000 | 0.903 |
| Thomson, James | 0.946 | 0.895 | 0.920 | 1.000 | 0.797 | 0.887 |
| Vincent, Jean Louis | 1.000 | 0.876 | 0.934 | 1.000 | 0.957 | 0.978 |
| Weiss, Scott | 0.971 | 0.809 | 0.883 | 0.973 | 0.700 | 0.814 |
| Willett, Walter | 0.998 | 0.938 | 0.967 | 0.997 | 0.991 | 0.994 |
| Yen, Kathrin | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Average ± standard deviation | 0.957 ± .057 | 0.923 ± .123 | 0.934 ± .083 | 0.950 ± .071 | 0.925 ± .125 | 0.930 ± .076 |