Aadirupa Saha

  • Citations Per Year
Learn More
This paper presents new consistent algorithms for multiclass learning with complex performance measures, defined by arbitrary functions of the confusion matrix. This setting includes as a special case all loss-based performance measures, which are simply linear functions of the confusion matrix, but also includes more complex performance measures such as(More)
The problem of predicting outcome of patients in intensive care units (ICUs) is of great importance in critical care medicine, and has wide implications for quality control in ICUs. A dominant approach to this problem has been to use an ICU score system such as, for example, the Acute Physiology and Chronic Health Evaluation (APACHE) system, and the(More)
  • 1