Table 1.

Features used in classification.

Linear Space Features	Logarithmic Space Features
Drug frequency	Disease frequency
Drug frequency	Disease frequency
Observed drug-first fraction	Observed co-mention count
Drug-first fraction z-score (fixed drug)	Co-mention count z-score (fixed drug)
Drug-first fraction z-score (fixed disease)	Co-mention count z-score (fixed disease)