Dr. James McCaffrey presents a complete end-to-end demonstration of decision tree regression from scratch using the C# language. The goal of decision tree regression is to predict a single numeric ...

Abstract: For vertical Bell Laboratories layered space-time architecture (V-BLAST), the original fast recursive algorithm was proposed, and then several improvements were proposed successively to ...

Abstract: Machine learning has been successfully applied to drug combination prediction in recent years. However, in some situations, the class imbalance problem still shows highly negative impacts on ...

My academic funding was running out and my patience with the delirious pace of start-up culture had run thin. You might say I got fired; I might reply that I was never really hired in the first place.

Additive models with interactions (like GA²Ms) have an identifiability problem: effects can be freely shifted between main effects and interactions without changing model predictions. This allows ...

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