chaidr 0.1.0
- Initial CRAN release.
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chaid()fits CHAID and Exhaustive CHAID decision trees following the IBM SPSS Statistics Algorithms specification, with nominal, ordinal (floating missing category), and continuous predictors, and nominal, ordinal, and continuous responses. -
chaid_control()exposes all algorithm parameters with SPSS-compatible defaults, plus anadjust_acrossextension for multiplicity adjustment across predictors. -
predict()returns class labels, class probabilities, or terminal node ids. - Inspection and reporting:
chaid_table(),chaid_rules(),chaid_importance(),chaid_gains(), andchaid_validate(). - Visualization: base graphics
plot(), ‘Graphviz’ DOT export viachaid_dot()/chaid_graphviz(), interactive trees viachaid_plotly(), and conversion to ‘partykit’ objects viachaid_as_party().