Table 3 -.
The top 10 features selected from all feature groups on the basis of importance score
| Stage-I | Stage-II | Stage-III | ||||
|---|---|---|---|---|---|---|
| Features | Importance | Features | Importance | Features | Importance | |
| 1 | POTASSIUM_count | 0.0457 | HEMOGLOBIN_slope | 0.0556 | HeartRate_last | 0.0316 |
| 2 | metastatic_cancer | 0.0365 | HeartRate_last | 0.0278 | MeanBP_last | 0.0247 |
| 3 | CREATININE_avg | 0.0350 | CHLORIDE_slope | 0.0200 | HEMOGLOBIN_slope | 0.0237 |
| 4 | BUN_last | 0.0289 | WBC_min | 0.0185 | RespRate_last | 0.0237 |
| 5 | PTT_avg | 0.0274 | CREATININE_slope | 0.0173 | BICARBONATE_slope | 0.0221 |
| 6 | WBC_min | 0.0243 | CHLORIDE_max | 0.0170 | CREATININE_slope | 0.0217 |
| 7 | PLATELET_last | 0.0223 | SysBP_last | 0.0168 | BUN_slope | 0.0198 |
| 8 | HeartRate_max | 0.0213 | HeartRate_avg | 0.0164 | Glucose_min | 0.0198 |
| 9 | Temp_avg | 0.0213 | Temp_last | 0.0156 | DiasBP_last | 0.0198 |
| 10 | RespRate_avg | 0.0182 | HeartRate_max | 0.0154 | age | 0.0178 |