Table 2 The data sets used in our experiments
From: A cascade of classifiers for extracting medication information from discharge summaries
Data Sets | # of Summaries | # of Entries | # of Fields | # of Name | # of Dose | # of Freq | # of Mode | # of Duration | # of Reason |
|---|---|---|---|---|---|---|---|---|---|
Training set | 110 | 5970 (54.3) | 14886 (135.3) | 5684 (51.7) | 2929 (26.6) | 2740 (24.9) | 2146 (19.5) | 302 (2.7) | 1085 (9.9) |
Dev set | 35 | 2401 (68.6) | 5988 (171.1) | 2302 (65.8) | 1163 (33.2) | 1096 (31.3) | 880 (25.1) | 111 (3.2) | 436 (12.5) |
Test set | 251 | 8936 (35.6) | 22041 (87.8) | 8495 (33.8) | 4387 (17.5) | 3999 (15.9) | 3307 (13.2) | 511 (2.0) | 1342 (5.3) |