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Compumine's data mining newsletter

Welcome to the newsletter for sucessful data miners!


February 2007

In this issue we explain some of the statistics that RDS reports for classification models and dig into some data from the tax authorities!

Evaluating a classification model - What does precision and recall tell me?

Once you have created a predictive model, you always need to find out is how good it is. RDS helps you with this by reporting the performance of the model as estimated from data not used for creating the model. Read this article in order to understand why you should pay attention to precision and recall.

Evaluating a classification model »

Re:analysis - tax audit data mining

In the last issue of the newsletter, we went mushroom hunting. In this issue we will be doing something completely different; hunt for unpaid taxes. This exercise is based on real data. Follow the tax auditor's quest for the unpaid taxes in the data and see what conclusions can be made and what actions follow. Tax audit data available for download.

Tax audit data mining »

New tutorial on the website

We have recently added a two-minute quick-start tutorial to our web-page especially created for absolute beginners.

Take me to the tutorial »


RDS 2.5.1 available for download

We have released RDS 2.5.1 for download. This release is the first to support Microsoft .Net Framework 2.0. It includes a number of minor enhancements, and fixes an issue related to installing RDS 2.5.0 on Microsoft .Net 1.1 on Windows for some specific languages and locales.

Download RDS 2.5.1 »

Why RDS works

In the last issue we asked for your feedback. In this issue we publish some of the answers that we have gotten so-far, but we are always interested in hearing more. Please feel free to drop us an e-mail.

What our users are saying »

Need help? - Use the forum

Did you know that there is forum where you can ask questions and discuss any topic related to data mining and RDS? Go there to get answers from the experienced staff of Compumine and other users.

October 2006

Welcome to the first periodic newsletter since our launch of the P3 license model. The first few weeks have been exciting with many new RDS users from all over the globe.

What data-mining method should I use?

RDS has a number of methods for creating rule-based prediction models. Henrik gives an overview over the methods and what method to use in what circumstances.

Decision Trees, Rule Sets, and Ensemble Models »

Re:analysis

Mushroom data mining In this issue we are dissecting no less than two data sets. Since it is mushroom season here in Sweden, we went through some data to see if there is something to learn before going to the forest to stock. Data available for download.

Mushroom data mining season »


For those of you chemically inclined, we have performed a re-analysis of a toxicity classification data set that we published earlier this year. This time we used other descriptors. Data available for download.

Phenol toxicity classification »

 
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