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Table 3 Comparison of the performance of our models, model by Jamei et al. [1] and LACE [16]

From: HPCC based framework for COPD readmission risk analysis

Model

# of features

AUC

Precision (%)

Recall (%)

Time (s)

Naive Bayes (0.1 to 1)

217

0.542

90.21

60.34

407

2-layer neural network [1]

All

0.78

23

59

1040

LACE [16]

4

0.71

19

50

0