Man pages for niarules
Numerical Association Rule Mining using Population-Based Nature-Inspired Algorithms

add_attributeAdd an attribute to the "rule" list.
build_coral_plotsBuild coral plot layout (nodes + edges) from a parsed rules...
build_layout_cppEntry point for R to generate coral plot data from a set of...
build_ruleBuild rules based on a candidate solution.
calculate_borderCalculate the border value based on feature information and a...
calculate_fitnessCalculate the fitness of an association rule.
calculate_selected_categoryCalculate the selected category based on a value and the...
check_attributeCheck if the attribute conditions are satisfied for an...
coral_get_themeGet a theme object (experimental)
coral_list_themesAvailable themes (experimental)
cut_pointCalculate the cut point for an association rule.
differential_evolutionImplementation of Differential Evolution metaheuristic...
evaluateEvaluate a candidate solution, with optional time series...
extract_feature_infoExtract feature information from a dataset, excluding...
feature_positionGet the position of a feature.
fix_bordersFix Borders of a Numeric Vector
format_rule_partsFormat Rule Parts
map_to_tsMap solution boundaries to time series instances.
metric_domainsCompute metric domains (experimental)
parse_rulesParse association rules into a reusable, layout-agnostic...
parse_rules_cppLow-level C++ parser for association rules
particle_swarm_optimizationImplementation of Particle Swarm Optimization (PSO)...
print_association_rulesPrint Numerical Association Rules
print_feature_infoPrint feature information extracted from a dataset.
problem_dimensionCalculate the dimension of the problem, excluding timestamps.
read_datasetRead a CSV Dataset
render_coral_rglApply styling to coral plots and render them with rgl
render_coral_rgl_experimentalCoral 3D renderer (experimental)
rsSimple Random Search
supp_confCalculate support and confidence for an association rule.
write_association_rules_to_csvWrite Association Rules to CSV file
niarules documentation built on Sept. 15, 2025, 5:08 p.m.