topCOD.nbc: Cause of death predictions from a NBC model

In rrwen/nbc4va: Bayes Classifier for Verbal Autopsy Data

Cause of death predictions from a NBC model

Description

Obtains the top causes of deaths for each testing case from a result nbc object.

Usage

topCOD.nbc(object)

Arguments

object

The result nbc object.

Value

out A dataframe of the top CODs:

• Columns: ID, COD

• ID (vectorof char): The ids for each testing case

• COD (vectorof char): The top prediction for each testing case

See Also

Other wrapper functions: csmf.nbc()

Examples

library(nbc4va)
data(nbc4vaData)

# Run naive bayes classifier on random train and test data
train <- nbc4vaData[1:50, ]
test <- nbc4vaData[51:100, ]
results <- nbc(train, test)

# Obtain the top cause of death predictions for the test data
topPreds <- topCOD.nbc(results)

rrwen/nbc4va documentation built on May 11, 2022, 9:45 p.m.