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Table 2 Model selection for outcome variable length-of-stay by median

From: Factors and predictors of length of stay in offenders diagnosed with schizophrenia - a machine-learning-based approach

VariableBest algorithm/ statistical procedureAccuarcy (%)AUCSensivity (%)Specificity (%)PPV (%)NPV (%)
All Variables (90)Boosted trees650.6763697654
Victim injured severly/fatallyBoosted trees650.6063687555
Index crime: (attempted) homicideKNN61.50.6061626162
Victim injury severly/fatally and index crime (attempted) homicideSVM650.6563687555