Skip to main content
Fig. 6 | BMC Medical Research Methodology

Fig. 6

From: Interpretable machine learning in predicting drug-induced liver injury among tuberculosis patients: model development and validation study

Fig. 6

Top important features selected by XGBoost (> 0.01). Abbreviations: ODILIO, outpatient drug-induced liver injury, once occurring; ODIHO, outpatient drug induced hepatitis, once occurring; ODIHS, outpatient drug induced hepatitis, sporadically occurring; IDIHO, inpatient drug induced hepatitis, once occurring; ODILIS, outpatient drug induced liver injury, sporadically occurring; IDIHF, inpatient drug induced hepatitis, frequently occurring; IDILIO, inpatient drug induced liver injury, once occurring; ODILIF, outpatient drug induced liver injury, frequently occurring; TBIL, total bilirubin; ALP, alkaline phosphatase; IDILIS, inpatient drug induced liver injury, sporadically occurring; ALT, alanine aminotransferase; FLD, fatty liver disease

Back to article page

BMC Medical Research Methodology

ISSN: 1471-2288

Contact us