Table 2 Predict results for univariant statistical analysis.
From: Risk prediction of cholangitis after stent implantation based on machine learning
Feature | Accuracy-training | Accuracy-testing | AUROC-training | AUROC-testing |
|---|---|---|---|---|
Operation of time | 0.79 | 0.80 | 0.82 | 0.83 |
Ampulla carcinoma | 0.84 | 0.80 | 0.89 | 0.78 |
Duodenal papillary carcinoma | 0.85 | 0.80 | 0.89 | 0.77 |
Metastatic cancer | 0.85 | 0.80 | 0.89 | 0.77 |
Obstruction position | 0.77 | 0.78 | 0.68 | 0.68 |
Pancreatic cancer | 0.78 | 0.77 | 0.63 | 0.63 |
TBIL | 0.77 | 0.78 | 0.59 | 0.60 |
Cholangiocarcinoma | 0.78 | 0.77 | 0.63 | 0.61 |
DBIL | 0.77 | 0.78 | 0.60 | 0.59 |
Length of obstruction | 0.78 | 0.78 | 0.59 | 0.59 |
