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Storm Real-time Processing Cookbook by Quinton Anderson

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Creating an association rules model in R

At present, the Storm Pattern Project supports the following set of models:

  • Random Forest
  • Linear Regression
  • Hierarchical Clustering and K-means clustering
  • Logistic Regression

While these models cover an extremely wide range of use cases, there are many more algorithms that aren't represented. It is obviously desirable, for various reasons, to have a native implementation of the model within Storm, and the community is working towards supporting a wider base; however, it must be noted that it is unlikely that the Storm community will build out machine learning support at the same speed as the R community, given the sheer size difference of focus from that community. As a result, when there is an algorithm that ...

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