A Learning-Based Approach for Biomedical Word Sense Disambiguation

Table 5

Detailed accuracy results of three evaluations EV1, EV2, and EV3.

Word	Baseline (mfs)	EV1	EV2	EV3
Adjustment	0.67	0.99	0.96	0.93
Blood_Pressure	0.54	0.98	0.80	0.83
Cold	0.91	0.94	0.92	0.95
Condition	0.98	0.95	0.95	0.95
Culture	0.89	0.87	0.96	0.94
Degree	0.97	0.93	0.93	0.93
Evaluation	0.50	0.98	0.82	0.85
Extraction	0.94	0.94	0.93	0.94
Failure	0.86	0.83	0.83	0.83
Fat	0.97	0.93	0.93	0.93
Ganglion	0.93	0.93	0.91	0.93
Glucose	0.91	0.90	0.90	0.93
Growth	0.63	0.92	1.00	0.96
Immune Suppression	0.59	0.98	0.88	0.87
Implantation	0.83	0.91	0.96	0.87
Japanese	0.92	0.92	0.97	0.92
Lead	0.93	0.84	0.84	0.84
Man	0.63	0.98	0.90	0.92
Mosaic	0.54	0.99	0.77	0.87
Nutrition	0.51	0.94	0.70	0.88
Pathology	0.86	0.79	0.96	0.92
Radiation	0.62	0.83	0.93	0.89
Reduction	0.82	0.63	0.63	0.63
Repair	0.76	0.92	0.91	0.96
Sex	0.80	0.94	0.97	0.88
Support	0.80	0.67	0.67	0.67
Surgery	0.98	0.95	0.95	0.95
Ultrasound	0.84	0.93	0.93	0.91
Variation	0.80	0.86	0.94	0.89
Weight	0.55	0.83	0.57	0.85
White	0.54	1.00	0.69	0.77
Mean Accuracy	0.775	0.903	0.87	0.88