Table 2 Statistical description of 27 datasets.
From: Predictive modeling of structured electronic health records for adverse drug event detection
| Â | Â | Â | Number of features | ||
|---|---|---|---|---|---|
Dataset | Instances | % Pos. | Codes | Measurements | Combination |
D642 | 3733 | 2.87% | 3999 | 494 | 8262 |
E273 | 183 | 12% | 912 | 240 | 2935 |
F110 | 146 | 22.6% | 1051 | 205 | 2958 |
F112 | 146 | 63.7% | 1054 | 205 | 2963 |
F130 | 112 | 54.5% | 779 | 142 | 2237 |
F132 | 112 | 27.7% | 777 | 142 | 2231 |
F150 | 111 | 14.4% | 476 | 107 | 1543 |
F151 | 111 | 17.1% | 475 | 107 | 1542 |
F152 | 111 | 69.4% | 481 | 111 | 1573 |
F190 | 168 | 31.5% | 869 | 160 | 2454 |
F192 | 168 | 50% | 865 | 160 | 2447 |
F199 | 168 | 8.93% | 866 | 160 | 2448 |
G240 | 68 | 20.6% | 444 | 136 | 1636 |
G251 | 194 | 6.7% | 1014 | 263 | 3209 |
G444 | 908 | 2.5% | 1774 | 318 | 4594 |
G620 | 382 | 6% | 1624 | 280 | 4152 |
I427 | 448 | 5.1% | 1341 | 299 | 3852 |
I952 | 483 | 8.3% | 1654 | 333 | 4471 |
L270 | 435 | 35.9% | 1297 | 325 | 3912 |
L271 | 434 | 11.1% | 1286 | 325 | 3897 |
O355 | 237 | 35.4% | 736 | 110 | 1930 |
T782 | 1203 | 8.5% | 1625 | 319 | 4405 |
T783 | 1207 | 8.6% | 1627 | 319 | 4408 |
T784 | 1213 | 60.8% | 1628 | 319 | 4409 |
T808 | 391 | 87.5% | 1229 | 271 | 3533 |
T886 | 715 | 6.2% | 2226 | 401 | 5606 |
T887 | 716 | 61.7% | 2230 | 400 | 5604 |