Table 4. Areas Under the Receiver Operating Characteristic Curve (AUROC), and Precision Recall Curve (AUPRC) in 10-fold cross validation with 50 replications of multiple logistic regression classifiers.
Features | AUROC (stdev) | AUPRC (stdev) |
---|---|---|
SAPS-II, Gender, ICU Type, Mean Sentiment Polarity, Mean Sentiment Subjectivity | 0.8189 (0.0106) | 0.3698 (0.0243) |
SAPS-II, Gender, ICU Type | 0.8092 (0.0117) | 0.3495 (0.0236) |
Difference | 0.0097, 95% BCI: [0.0070, 0.0126] | 0.0203, 95% BCI: [0.0159, 0.0261] |
stdev, standard deviation