Data Mining Tools
Browse all available data mining tools.
Available tools
- Apriori Frequent-Itemset Miner Find frequent itemsets with Apriori candidate generation and downward-closure pruning.
- Association-Rule Generator Generate implication rules from frequent itemsets and filter them by support, confidence, and lift.
- FP-Growth Frequent Itemset Miner Mine bounded transaction itemsets with actual FP-trees and weighted conditional pattern bases, counting each item once per transaction and retaining empty transactions in support denominators.
- Rough Set Lower and Upper Approximation Calculator Compute Pawlak lower, upper, boundary and negative regions for a supplied row-index target under exact equality of selected categorical columns; empty column selection creates one indiscernibility class.
- Sequential Pattern Miner Mine bounded frequent ordered subsequences of single-event string sequences using prefix projection, allowing arbitrary gaps and repeated events and counting each source sequence at most once per pattern.