CHAID and Exhaustive CHAID Decision Trees


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Documentation for package ‘chaidr’ version 0.1.0

Help Pages

as.party.chaid Convert a CHAID tree to a partykit constparty
chaid Fit a CHAID or Exhaustive CHAID decision tree
chaid_as_party Convert a CHAID tree to a partykit constparty
chaid_control Control parameters for CHAID tree growing
chaid_dot Render a CHAID tree as Graphviz DOT
chaid_gains Gains and lift table for a CHAID tree
chaid_graphviz Render a CHAID tree as Graphviz DOT
chaid_importance Heuristic variable importance for a CHAID tree
chaid_plotly Interactive CHAID tree plot with plotly
chaid_rules Extract decision rules from a CHAID tree
chaid_table Summary table of CHAID terminal nodes
chaid_validate Evaluate a CHAID tree on holdout data
plot.chaid Plot a CHAID tree with base graphics
plot.chaid_gains Gains and lift table for a CHAID tree
predict.chaid Predict from a fitted CHAID tree
print.chaid Print and summarise a CHAID tree
print.chaid_dot Render a CHAID tree as Graphviz DOT
print.chaid_gains Gains and lift table for a CHAID tree
print.chaid_validation Evaluate a CHAID tree on holdout data
summary.chaid Print and summarise a CHAID tree