The algorithm uses the results of this analysis over many iterations to find the optimal parameters for creating the mining model.
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You can also use third-party algorithms that comply with the OLE DB for Data Mining specification, or develop custom algorithms that can be registered as services and then used within the SQL Server Data Mining framework.
However, the particular implementation of K-means clustering used in SQL Server Data Mining was developed by Microsoft Research and then optimized for performance with Analysis Services.
All of the Microsoft data mining algorithms can be extensively customized and are fully programmable, using the provided APIs.
in data mining (or machine learning) is a set of heuristics and calculations that creates a model from data.
To create a model, the algorithm first analyzes the data you provide, looking for specific types of patterns or trends.