version-space

Version Spaces algorithm examples

I'm asked to learn a concept using the Version Spaces (VS) algorithm that is able to predict life expectancy given a set of samples and data. The class examples we saw are kind of trivial compared to the assignment we got now. In particular I'm unsure about how to decide on the granularity of the concept hierarchies given that the data i...

Algorithm to generate numerical concept hierarchy

I have a couple of numerical datasets that I need to create a concept hierarchy for. For now, I have been doing this manually by observing the data (and a corresponding linechart). Based on my intuition, I created some acceptable hierarchies. This seems like a task that can be automated. Does anyone know if there is an algorithm to gene...