Browsing CS Technical Reports by Author "University of Wisconsin-Madison Department of Computer Sciences"

Now showing items 1-2 of 2

    • Mechanisms for Parallelism Specialization for the DySER Architecture 

      Sankaralingam, Karthikeyan; Nowatzki, Tony; Ho, Chen-Han; Govindaraju, Venkatraraman (University of Wisconsin-Madison Department of Computer Sciences, 2012-06-13)
      Specialization is a promising direction for improving processor energy efficiency. With functionality specialization, hardware is designed for application-specific units of computation. With parallelism specialization, ...

    • Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation 

      Santos Costa, Vitor; Page, David; Davis, Jesse; Boyd, Kendrick (University of Wisconsin-Madison Department of Computer Sciences, 2012-05-30)
      Precision-recall (PR) curves and the areas under them are widely used to summarize machine learning results, especially for data sets exhibiting class skew. They are often used analogously to ROC curves and the area under ...