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evoltree

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

evoltree

#artificialintelligenceJul-6-2021, 22:30:25 GMT

Both variants evolve variable-length DTs and perform a simultaneous optimization of the predictive performance (measured in terms of AUC) and model complexity (measured in terms of GE tree nodes). To handle big data, the GE methods include a training sampling and parallelism evaluation mechanism. Both variants both use PonyGE2 as GE engine, while EDTL uses sklearn DT. Solutions are represented as a numpy.where Due to this representation, current evoltree implementation only allows numerical attributes.

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Technology:

Information Technology > Data Science > Data Mining (0.38)
Information Technology > Artificial Intelligence > Representation & Reasoning (0.37)

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