Bayes Classifier for Verbal Autopsy Data
Print top predicted causes from a NBC model
Summarize a NBC model with metrics
Cause of death predictions from a NBC model
Calculate predicted CSMFs from a NBC model
Check arguments for nbc()
Check arguments for summary.nbc()
Calculate performance metrics table per cause
Calculate CSMF accuracy
Calculate CSMF maximum error
Calculate overall performance metrics
NBC algorithm source code
Round values to whole numbers while preserving the sum
Substitute values in a dataframe proportionally to all other values
Train a NBC model
nbc4va: Bayes Classifier for Verbal Autopsy Data
Web-based graphical user interface in nbc4va
Run nbc4va using file input and output
Translate open verbal autopsy arguments to train a NBC model
Bar plot of top predicted causes from a NBC model
An implementation of the Naive Bayes Classifier (NBC) algorithm used for Verbal Autopsy (VA) built on code from Miasnikof et al (2015) <DOI:10.1186/s12916-015-0521-2>.