Data Mining Software List

Datasets

· IDS data sets

· Competition Data Set

· UCI Machine learning repository

· KDNuggets

·

Data Preprocessing

· Winpure (Data cleaning)

· DMExpress (Data integration)

· Feature Selection

·

General-Purpose Data Mining

· WEKA (Source: Java)

· MLC++ (Source: C++)

· SIPINA

· List from KDNuggets (Various)

· List from Data Management Center (Various)

·

Classification

· C4.5 (Decision tree)

· Ripper (Rule-based)

· CBA (association-rule based)

· bayes (Naive Bayes)

· Evidential distance-based (nearest-neighbor)

· mlp (Neural Network)

· tiberius (Neural Network)

· svmlight (Support Vector Machine)

·

Association Rule Mining

· FIMI Repository of Algorithms

· Apriori

· Eclat

· PAFI

· ARTool

· ARMADA (Association rule mining in Matlab)

·

Clustering

· CLUTO

· Open Source Clustering Software

· Model-based Clustering

· Online software for Clustering

·

Outlier Detection

· ORCA (distance based)