add_association_rule |
Add an association rule to the list of rules. |
add_attribute |
Add an attribute to the "rule" list. |
build_rule |
Build rules based on a candidate solution. |
calculate_border |
Calculate the border value based on feature information and a given value. |
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. |
check_attribute |
Check if the attribute conditions are satisfied for an instance. |
cut_point |
Calculate the cut point for an association rule. |
differential_evolution |
Implementation of Differential Evolution metaheuristic algorithm. |
evaluate |
Evaluate a candidate solution. |
extract_feature_info |
Extract feature information from a dataset. |
feature_borders |
Get the lower and upper bounds of a feature. |
feature_position |
Get the position of a feature. |
fixBorders |
Fix Borders of a Numeric Vector |
print_association_rules |
Print Numerical Association Rules |
print_feature_info |
Print feature information extracted from a dataset. |
print_rule_parts |
Print Rule Parts |
problem_dimension |
Calculate the dimension of the problem based on feature information. |
read_dataset |
Read a dataset from a CSV file. |
rs |
Simple Random Search |
supp_conf |
Calculate support and confidence for an association rule. |
write_association_rules_to_csv |
Write Association Rules to CSV file |