bnc_bn

<p>A Bayesian network classifier with structure and parameters. Returned by 
<code>lp</code> and <code>bnc</code> functions. You can use it to classify
data (with <code>predict</code>). Can estimate its
predictive accuracy with <code>cv</code>, plot its structure (with 
<code>plot</code>), print a summary to console 
(<code>print</code>), inspect it with functions documented 
in <code>inspect_bnc_bn</code> and <code>inspect_bnc_dag</code>, and
convert it to mlr, grain, and graph objects --see <code>as_mlr</code> and 
<code>grain_and_graph</code>.</p>

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.

Mihaljevic Bojan

bnclassify

Learning Discrete Bayesian Network Classifiers from Data

Bielza Concha

Larranaga Pedro

Wickham Hadley

bnc_bn function

Bayesian network classifier with structure and parameters. — bnc_bn

Bayesian network classifier with structure and parameters.

bnc_bn: Bayesian network classifier with structure and parameters.

Description

Arguments

Examples