As you organization accumulates vast volumes of data, data mining uses techniques to draw knowledge and useful conclusions from it by uncovering previously unknown trends and patterns.
With intuitive data mining tool available, we can offer you the opportunity to make informed decisions from previously undetected patterns in your data.
Shore Tech Systems can:
Classification and regression
This constitutes a large area of interest, here we create models to predict class membership (classification) or a value (regression). Techniques, such as, decision trees, neural networks, Nayve-Bayes can be applied to predict, for example, the life time profitability of a customer or individual risk prediction for insurance purposes
Association and sequencing
Often called market based analysis, these techniques can be used to generate descriptive models that discover rules of association within data, for example, Customers who purchase fresh bread are three times more likely to purchase organic vegetables than customers who don't buy fresh bread.
Clustering
This is a descriptive technique that groups similar entities together and put dissimilar entities in different groups, it can be applied to find, for example, customer affinity groups or in health care to find patients with similar profiles.
Sql Server 2008 R2 brings the benefits to:
- Test multiple data mining models simultaneously with statistical scores of error and accuracy and confirm their stability with cross validation
- Build multiple, incompatible mining models within a single structure; apply model analysis over filtered data; query against structure data to present complete information, all enabled by enhanced mining structures
- Combine the best of both worlds by blending optimized near-term predictions (ARTXP) and stable long-term predictions (ARIMA) with Better Time Series Support
- Discover the relationship between items that are frequently purchased together by using Shopping Basket Analysis; generate interactive forms for scoring new cases with Predictive Calculator, delivered with Microsoft SQL Server 2008 Data Mining Add-ins for Office 2007
Talk to us about how we can help you make the most use out of your data, what trends and patterns are you missing in one of your most valuable unused asset?