Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Performance of NEAT versus baselines in Side Effect Discovery of Omeprazole and Alprazolam
| Methods | Omeprazole | Alprazolam | ||||
|---|---|---|---|---|---|---|
| Pre. | Rec. | F1 | Pre. | Rec. | F1 | |
| RF | 0.229 | 0.458 | 0.271 | 0.639 | 0.432 | 0.511 |
| uNEAT | 0.534 | 0.393 | 0.394 | 0.981 | 0.551 | 0.663 |
| NEAT | 0.522 | 0.421 | 0.41 | 0.977 | 0.596 | 0.704 |
In the Methods column, RF denotes Random Forest baseline from Bag-of-word, and uNEAT denotes User permutation baseline from NEAT. Pre., Rec. and F1 denote Precision, Recall, and F1 score, respectively
