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BigML's goal is to create a machine learning service extremely easy to use and seamless to integrate.
BigML's predictive models will show you the patterns that are hidden in your data. You can adjust the granularity of the model by using the "live pruning" slider to prune away branches with less data, allowing you to focus on the most common cases, or explore fine details. Click on a decision node and follow the path to increasingly more specific cases by following the "branches" downward. See which values create the split points at every node. At every node, the model shows what the most likely prediction is.
Not sure that I'd ever need to use this, but wow, it looks impressive!