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Install

install.packages('niarules')

Monthly Downloads

137

Version

0.2.0

License

MIT + file LICENSE

Issues

2

Pull Requests

0

Stars

1

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0

Maintainer

Iztok Jr. Fister

Last Published

February 20th, 2025

Functions in niarules (0.2.0)

map_to_ts

Map solution boundaries to time series instances.
print_association_rules

Print Numerical Association Rules
print_feature_info

Print feature information extracted from a dataset.
write_association_rules_to_csv

Write Association Rules to CSV file
problem_dimension

Calculate the dimension of the problem, excluding timestamps.
feature_position

Get the position of a feature.
fix_borders

Fix Borders of a Numeric Vector
calculate_fitness

Calculate the fitness of an association rule.
calculate_selected_category

Calculate the selected category based on a value and the number of categories.
cut_point

Calculate the cut point for an association rule.
build_rule

Build rules based on a candidate solution.
calculate_border

Calculate the border value based on feature information and a given value.
add_attribute

Add an attribute to the "rule" list.
evaluate

Evaluate a candidate solution, with optional time series filtering.
extract_feature_info

Extract feature information from a dataset, excluding timestamps.
format_rule_parts

Format Rule Parts
rs

Simple Random Search
check_attribute

Check if the attribute conditions are satisfied for an instance.
supp_conf

Calculate support and confidence for an association rule.
differential_evolution

Implementation of Differential Evolution metaheuristic algorithm.
read_dataset

Read a CSV Dataset