Data mining in Excel: XLMiner is the only comprehensive data mining add-in for Excel, with neural nets, classification and regression trees, logistic regression, linear regression, Bayes classifier, K-nearest neighbors, discriminant analysis, association rules, clustering, principal components, more ...

XLMiner Features

• Partitioning into training, validation, and test datasets 
• Multiple linear regression with subset selection 
• Logistic regression with subset selection 
• Discriminant analysis 
• Naïve Bayes classification 
• Classification and regression trees 
• k-Nearest neighbors 
• Neural networks 
• Association rules 
• Principal components 
• k-Means clustering 
• Hierarchical clustering
• Time series
• Save models for later review
• Score saved models (separate XLMcalc module)

Developed by Cytel Software Corporation (makers of StatXact, LogXact and Egret)