These documents were uploaded to support a manuscript.
**Source models, 2023Feb10 update:**
Change description: The variable name of node 28 is changed from 'Clinical bacterial pneumonia' to 'Clinically-confirmed bacterial pneumonia'
- **paediatric_pneumonia_BN_v4.5_priors_2023Feb10.dne**; this is the model (in Netica format) with prior parameters informed by domain expert knowledge.
- **paediatric_pneumonia_BN_v4.5_learnt_2023Feb10.dne**; this is the model (in Netica format) with posterior parameters after training with data
- **paediatric_pneumonia_BN_v4.5_learnt_2023Feb10.xdsl**; this is the model (in GeNIe format) with posterior parameters after training with data.
- **paediatric_pneumonia_BN_v4.5_dictionary_2023Feb10.xlsx**; BN dictionary.
**Source models:**
- **paediatric_pneumonia_BN_v4.5_priors.dne**; this is the model (in Netica format) with prior parameters informed by domain expert knowledge.
- **paediatric_pneumonia_BN_v4.5_learnt.dne**; this is the model (in Netica format) with posterior parameters after training with data
- **paediatric_pneumonia_BN_v4.5_learnt.xdsl**; this is the model (in GeNIe format) with posterior parameters after training with data.
- **paediatric_pneumonia_BN_v4.5_dictionary_v2.xlsx**; BN dictionary.
**Raw evaluation results:**
- **cv_results_pneumonia_v4.5_bac.json** and **cv_results_pneumonia_v4.5_detectNPs.json**; 10-fold cross-validation results used for Table 1 and 2 in the manuscript.
- **fpfn_results_bacOnly.txt**; Table 2 results that compare different preference settings.
**Python scripts:**
- **make_comparison_csv.py**; script for generating the results in **Additional File 3** associated with the manuscript.
- **crossvalidations_model_v4.5.py**; script for generating the cross-validation results.
- **min_fp_fn.py**; script for generating the Table 2 analysis in the manuscript.
