Research Article
Sequential Pattern Mining to Predict Medical In-Hospital Mortality from Administrative Data: Application to Acute Coronary Syndrome
Table 5
Average ranking (%) of the best models across all contexts and similarities.
| Rank | ICD-10 code trajectories | DRG trajectories | NB | KNN | Tree | LR | SVM | ANN | NB | KNN | Tree | LR | SVM | ANN |
| 1st | — | — | — | 4.35 | 73.91 | 21.74 | — | — | — | 17.39 | 34.78 | 56.54 | 2nd | 4.35 | — | 4.35 | 4.35 | 17.39 | 69.57 | — | — | 8.70 | 21.74 | 34.78 | 34.78 | 3rd | 30.43 | — | 13.04 | 43.48 | 8.70 | 4.35 | 30.43 | — | 13.04 | 26.09 | 21.74 | 4.35 |
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