From: Calculating semantic relatedness for biomedical use in a knowledge-poor environment
Parameters | residents-s | residents-r | 29p | 29c | 101c | |||||
---|---|---|---|---|---|---|---|---|---|---|
Extr.; c; Corpus | Max (N) | Avg | Max (N) | Avg | Max (N) | Avg | Max (N) | Avg | Max (N) | Avg |
T-GSP; c = 0.9; F | 0.54 (38) | 0.53 | 0.51 (27) | 0.5 | 0.68 (57) | 0.63 | 0.79 (31) | 0.74 | 0.58 (39) | 0.55 |
T-GSP; c = 0.8; F | 0.54 (38) | 0.53 | 0.51 (26) | 0.5 | 0.68 (57) | 0.62 | 0.77 (47) | 0.73 | 0.58 (39) | 0.55 |
T-GSP; c = 0.7; F | 0.54 (58) | 0.52 | 0.52 (38) | 0.51 | 0.68 (56) | 0.63 | 0.79 (32) | 0.74 | 0.58 (40) | 0.55 |
T-GSP; c = 0.6; F | 0.52 (58) | 0.51 | 0.5 (37) | 0.49 | 0.66 (60) | 0.63 | 0.78 (24) | 0.74 | 0.59 (38) | 0.56 |
T-GSP; c = 0.5; F | 0.53 (38) | 0.52 | 0.5 (37) | 0.49 | 0.69 (47) | 0.64 | 0.79 (33) | 0.74 | 0.55 (29) | 0.53 |
T-GSP; c = 0.4; F | 0.52 (38) | 0.51 | 0.5 (26) | 0.49 | 0.65 (57) | 0.6 | 0.75 (25) | 0.7 | 0.56 (27) | 0.52 |
T-GSP; c = 0.3; F | 0.49 (41) | 0.47 | 0.47 (55) | 0.45 | 0.65 (57) | 0.6 | 0.75 (29) | 0.7 | 0.53 (31) | 0.5 |
T-GSP; c = 0.2; F | 0.47 (52) | 0.44 | 0.44 (58) | 0.4 | 0.64 (17) | 0.58 | 0.77 (32) | 0.71 | 0.51 (23) | 0.48 |
T-GSP; c = 0.1; F | 0.42 (37) | 0.38 | 0.38 (57) | 0.34 | 0.61 (25) | 0.47 | 0.75 (26) | 0.6 | 0.42 (34) | 0.36 |
T-GSP; -; F | 0.54 | 0.49 | 0.52 | 0.46 | 0.69 | 0.6 | 0.79 | 0.71 | 0.59 | 0.51 |
No T-GSP; c = 0.4; F | 0.56 (34) | 0.55 | 0.52 (26) | 0.51 | 0.73 (47) | 0.69 | 0.82 (32) | 0.77 | 0.6 (42) | 0.56 |
No T-GSP; c = 0.3; F | 0.56 (38) | 0.55 | 0.53 (38) | 0.51 | 0.73 (47) | 0.69 | 0.82 (32) | 0.78 | 0.59 (42) | 0.56 |
No T-GSP; c = 0.35; F | 0.56 (34) | 0.55 | 0.53 (26) | 0.51 | 0.73 (47) | 0.69 | 0.81 (31) | 0.78 | 0.6 (42) | 0.56 |
No T-GSP; c = 0.2; F | 0.57 (58) | 0.55 | 0.53 (38) | 0.52 | 0.74 (60) | 0.7 | 0.84 (32) | 0.79 | 0.59 (39) | 0.56 |
No T-GSP; c = 0.25; F | 0.56 (58) | 0.55 | 0.53 (38) | 0.52 | 0.74 (54) | 0.69 | 0.82 (33) | 0.78 | 0.59 (42) | 0.56 |
No T-GSP; c = 0.1; F | 0.57 (58) | 0.55 | 0.54 (38) | 0.52 | 0.75 (59) | 0.71 | 0.85 (31) | 0.8 | 0.59 (36) | 0.55 |
No T-GSP; c = 0.15; F | 0.57 (58) | 0.55 | 0.53 (38) | 0.52 | 0.75 (54) | 0.7 | 0.84 (32) | 0.79 | 0.59 (43) | 0.56 |
No T-GSP; c = 0.05; F | 0.58 (58) | 0.55 | 0.54 (58) | 0.52 | 0.76 (59) | 0.7 | 0.85 (33) | 0.8 | 0.59 (39) | 0.55 |
No T-GSP; -; F | 0.58 | 0.55 | 0.54 | 0.52 | 0.76 | 0.7 | 0.85 | 0.79 | 0.6 | 0.56 |
-; -; F | 0.58 | 0.52 | 0.54 | 0.49 | 0.76 | 0.64 | 0.85 | 0.75 | 0.6 | 0.53 |
T-GSP; c = 0.9; A | 0.37 (53) | 0.35 | 0.4 (59) | 0.38 | 0.66 (26) | 0.63 | 0.82 (55) | 0.77 | 0.51 (42) | 0.48 |
T-GSP; c = 0.8; A | 0.37 (53) | 0.35 | 0.4 (59) | 0.38 | 0.66 (26) | 0.63 | 0.82 (55) | 0.77 | 0.51 (42) | 0.48 |
T-GSP; c = 0.7; A | 0.37 (53) | 0.35 | 0.4 (59) | 0.38 | 0.66 (24) | 0.63 | 0.82 (53) | 0.78 | 0.51 (42) | 0.48 |
T-GSP; c = 0.6; A | 0.36 (55) | 0.35 | 0.39 (59) | 0.37 | 0.66 (25) | 0.63 | 0.82 (24) | 0.77 | 0.52 (41) | 0.49 |
T-GSP; c = 0.5; A | 0.35 (56) | 0.34 | 0.39 (59) | 0.37 | 0.66 (24) | 0.62 | 0.8 (24) | 0.75 | 0.51 (41) | 0.48 |
T-GSP; c = 0.4; A | 0.35 (52) | 0.34 | 0.38 (56) | 0.36 | 0.67 (52) | 0.63 | 0.8 (57) | 0.75 | 0.46 (48) | 0.43 |
T-GSP; c = 0.3; A | 0.32 (57) | 0.31 | 0.37 (58) | 0.35 | 0.68 (52) | 0.61 | 0.82 (56) | 0.72 | 0.45 (51) | 0.42 |
T-GSP; c = 0.2; A | 0.32 (57) | 0.31 | 0.35 (57) | 0.33 | 0.6 (50) | 0.46 | 0.74 (26) | 0.62 | 0.46 (41) | 0.39 |
T-GSP; c = 0.1; A | 0.28 (57) | 0.25 | 0.28 (60) | 0.24 | 0.62 (49) | 0.47 | 0.7 (48) | 0.57 | 0.38 (52) | 0.26 |
T-GSP; -; A | 0.37 | 0.33 | 0.4 | 0.35 | 0.68 | 0.59 | 0.82 | 0.72 | 0.52 | 0.43 |
No T-GSP; c = 0.4; A | 0.4 (48) | 0.38 | 0.42 (52) | 0.4 | 0.72 (50) | 0.65 | 0.83 (50) | 0.78 | 0.56 (36) | 0.52 |
No T-GSP; c = 0.3; A | 0.4 (52) | 0.38 | 0.42 (52) | 0.4 | 0.71 (50) | 0.64 | 0.83 (56) | 0.77 | 0.55 (36) | 0.51 |
No T-GSP; c = 0.35; A | 0.4 (52) | 0.38 | 0.42 (53) | 0.4 | 0.72 (50) | 0.64 | 0.83 (50) | 0.77 | 0.55 (36) | 0.51 |
No T-GSP; c = 0.2; A | 0.39 (53) | 0.37 | 0.42 (53) | 0.39 | 0.69 (50) | 0.6 | 0.84 (32) | 0.75 | 0.56 (42) | 0.51 |
No T-GSP; c = 0.25; A | 0.39 (52) | 0.37 | 0.42 (53) | 0.39 | 0.71 (49) | 0.64 | 0.84 (31) | 0.77 | 0.55 (42) | 0.51 |
No T-GSP; c = 0.1; A | 0.38 (57) | 0.36 | 0.41 (60) | 0.38 | 0.68 (60) | 0.57 | 0.82 (58) | 0.71 | 0.55 (53) | 0.49 |
No T-GSP; c = 0.15; A | 0.38 (53) | 0.36 | 0.41 (53) | 0.38 | 0.69 (60) | 0.59 | 0.83 (32) | 0.74 | 0.55 (43) | 0.49 |
No T-GSP; c = 0.05; A | 0.37 (34) | 0.34 | 0.41 (34) | 0.37 | 0.69 (60) | 0.5 | 0.83 (58) | 0.66 | 0.52 (59) | 0.43 |
No T-GSP; -; A | 0.4 | 0.37 | 0.42 | 0.39 | 0.72 | 0.6 | 0.84 | 0.74 | 0.56 | 0.49 |
-; -; A | 0.4 | 0.35 | 0.42 | 0.37 | 0.72 | 0.6 | 0.84 | 0.73 | 0.56 | 0.46 |