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Contribution distribution among data types using raw input (ordered in decreasing order by “gain”)
| Data Type | Number of Features | Gain | Best rank | Median rank |
|---|---|---|---|---|
| LABORATORY TESTS | 314 | 28.73% | 7 | 670 |
| VISIT DETAILS | 212 | 22.27% | 1 | 884 |
| DEMOGRAPHICS | 47 | 13.61% | 2 | 292 |
| ALERTS | 114 | 10.10% | 3 | 1188.5 |
| DIAGNOSES (DX) | 576 | 7.15% | 39 | 1712.5 |
| PROCORDERS | 249 | 6.36% | 8 | 1227 |
| REPORTS | 353 | 4.36% | 180 | 1291 |
| MEDICATIONS (RX) | 200 | 2.18% | 152 | 1632 |
| PROCEDURES | 151 | 2.11% | 179 | 1351 |
| HISTORY | 77 | 1.98% | 41 | 946 |
| UHC | 63 | 1.14% | 92 | 1344 |
