Package: bnclassify 0.4.8

bnclassify: Learning Discrete Bayesian Network Classifiers from Data

State-of-the art algorithms for learning discrete Bayesian network classifiers from data, including a number of those described in Bielza & Larranaga (2014) <doi:10.1145/2576868>, with functions for prediction, model evaluation and inspection.

Authors:Mihaljevic Bojan [aut, cre, cph], Bielza Concha [aut], Larranaga Pedro [aut], Wickham Hadley [ctb]

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bnclassify.pdf |bnclassify.html
bnclassify/json (API)
NEWS

# Install 'bnclassify' in R:
install.packages('bnclassify', repos = c('https://bmihaljevic.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/bmihaljevic/bnclassify/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • car - Car Evaluation Data Set.
  • voting - Congress Voting Data Set.

On CRAN:

7.01 score 18 stars 63 scripts 510 downloads 1 mentions 37 exports 6 dependencies

Last updated 8 months agofrom:d121dfa335. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 10 2024
R-4.5-win-x86_64OKNov 10 2024
R-4.5-linux-x86_64OKNov 10 2024
R-4.4-win-x86_64OKNov 10 2024
R-4.4-mac-x86_64OKNov 10 2024
R-4.4-mac-aarch64OKNov 10 2024
R-4.3-win-x86_64OKNov 10 2024
R-4.3-mac-x86_64OKNov 10 2024
R-4.3-mac-aarch64OKNov 10 2024

Exports:accuracyaodeas_grainas_igraphas_mlrawnb_weightsbncbsejclass_varclassescLogLikcmicvfamiliesfeature_familiesfeaturesfssjis_anbis_nbis_odeis_semi_naivekdblpmakeRLearner.bncmanb_arc_posteriormodelstringnarcsnbnparamsparamspredictLearner.bnctan_cltan_hctan_hcsptrainLearner.bncvaluesvars

Dependencies:assertthatBHentropymatrixStatsRcpprpart

Methods' details for the bnclassify package

Rendered frommethods.Rmdusingknitr::rmarkdownon Nov 10 2024.

Last update: 2018-05-07
Started: 2018-05-07

bnclassify: Learning Bayesian Network Classifiers

Rendered fromoverview.Rmdusingknitr::rmarkdownon Nov 10 2024.

Last update: 2018-05-07
Started: 2018-05-07

bnclassify usage

Rendered fromusage.rmdusingknitr::rmarkdownon Nov 10 2024.

Last update: 2024-03-11
Started: 2018-05-07