Table 4 Main performance characteristics for ζ = 0.975 (mean ± SD).

From: A cost-sensitive multiclass machine learning framework for postoperative neurosurgical triage (Neuro-TACTIC)

 

Main dataset

Evaluation dataset

AUCµ

0.67 ± 0.03

0.60 ± 0.04

F1w

0.49 ± 0.03

0.44 ± 0.06

F1 regular ward

0.58 ± 0.04

0.53 ± 0.08

F1 IMC

0.32 ± 0.05

0.26 ± 0.12

F1 ICU

0.36 ± 0.05

0.22 ± 0.06

Back to article page