Productivity Tools to Discover and Analyze Data

This project presents non-expert Excel users a set of machine-learning tools seamlessly integrated into Excel. The technology automatically can infer the values of missing cells, detect outliers, and enable users to analyze data tables more productively.

[youtubian]

Interesting. Mostly because I created a similar "tool" about a year ago using excel's VBA and some external processing. In comparison though, this looks far superior.

It was designed to learn from bank data only, and was only accurate up to ~80% in predicting groups and relationships.

For those interested, search google for
"Support vs Confidence in Association Rule Algorithms", it's a good read.