Package: nbc4va 1.2
nbc4va: Bayes Classifier for Verbal Autopsy Data
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>.
Authors:
nbc4va_1.2.tar.gz
nbc4va_1.2.zip(r-4.5)nbc4va_1.2.zip(r-4.4)nbc4va_1.2.zip(r-4.3)
nbc4va_1.2.tgz(r-4.4-any)nbc4va_1.2.tgz(r-4.3-any)
nbc4va_1.2.tar.gz(r-4.5-noble)nbc4va_1.2.tar.gz(r-4.4-noble)
nbc4va_1.2.tgz(r-4.4-emscripten)nbc4va_1.2.tgz(r-4.3-emscripten)
nbc4va.pdf |nbc4va.html✨
nbc4va/json (API)
NEWS
# Install 'nbc4va' in R: |
install.packages('nbc4va', repos = c('https://rrwen.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/rrwen/nbc4va/issues
- nbc4vaData - Example of clean data in nbc4va
- nbc4vaDataRaw - Example of unclean data in nbc4va
autopsybayescauseclassifiercodedcomputerdeathestimateimputationlearningmachinemdsmillionnaivenbcprobabilitystudytheoryvaverbal
Last updated 3 years agofrom:b8f9aedbd7. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 20 2024 |
R-4.5-win | OK | Nov 20 2024 |
R-4.5-linux | OK | Nov 20 2024 |
R-4.4-win | OK | Nov 20 2024 |
R-4.4-mac | OK | Nov 20 2024 |
R-4.3-win | OK | Nov 20 2024 |
R-4.3-mac | OK | Nov 20 2024 |
Exports:csmf.nbcinternalCheckNBCinternalCheckNBCSummaryinternalGetCauseMetricsinternalGetCSMFAccinternalGetCSMFMaxErrorinternalGetMetricsinternalNBCinternalRoundFixedSuminternalSubAsRestnbcnbc4vaGUInbc4vaIOova2nbctopCOD.nbc
Dependencies:base64encbslibcachemclicommonmarkcrayondigestfastmapfontawesomefsgluehtmltoolshttpuvjquerylibjsonlitelaterlifecyclemagrittrmemoisemimepromisesR6rappdirsRcpprlangsassshinysourcetoolswithrxtable
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Calculate predicted CSMFs from a NBC model | csmf.nbc |
Train a NBC model | nbc |
nbc4va: Bayes Classifier for Verbal Autopsy Data | nbc4va |
Example of clean data in nbc4va | nbc4vaData |
Example of unclean data in nbc4va | nbc4vaDataRaw |
Web-based graphical user interface in nbc4va | nbc4vaGUI |
Run nbc4va using file input and output | nbc4vaIO |
Translate open verbal autopsy arguments to train a NBC model | ova2nbc |
Bar plot of top predicted causes from a NBC model | plot.nbc |
Print top predicted causes from a NBC model | print.nbc_summary |
Summarize a NBC model with metrics | summary.nbc |
Cause of death predictions from a NBC model | topCOD.nbc |