Quantifying Counts, Costs, and Trends Accurately via Machine Learning


 
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Old 04-07-2008
Quantifying Counts, Costs, and Trends Accurately via Machine Learning

HPL-2007-164(R.1) Quantifying Counts, Costs, and Trends Accurately via Machine Learning - Forman, George
Keyword(s): supervised machine learning, classification, prevalence estimation, class distribution estimation, cost quantification, quantification research methodology, minimizing training effort, detecting and tracking trends, concept drift, class imbalance, text mining
Abstract: In many business and science applications, it is important to track trends over historical data, for example, measuring the monthly prevalence of influenza incidents at a hospital. In situations where a machine learning classifier is needed to identify the relevant incidents from among all cases in ...
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gvrng(1)																  gvrng(1)

NAME
gvrng - An interactive, introductory programming language. SYNTAX
gvrng [world file | program file] DESCRIPTION
Guido van Robot is a project developed by advanced high school students for use by their peers as a learning tool and precursor to the fur- ther study of programming with Python. It is a minimalistic programming language providing just enough syntax to help students learn the concepts of sequencing, conditional branching, looping and procedural abstraction. It's biggest strength is that it permits this learning in an environment that combines the thrill of problem-solving with instant visual feedback. In short, it is an interactive, introductory programming language that is excellent for learning the basic concepts of programming, applicable in any high-level language. Best of all, it's a whole lot of fun, too! At this point, you are probably asking yourself, "What is GvRng, specifically?" The gist of it is that it is a robot represented by a tri- angle on the screen that moves around in a world made up of streets and avenues, walls and "beepers", which Guido can collect or set. His actions are completely guided by a program written by the user. FILES
/usr/bin/gvrng /usr/lib/gvrng /usr/share/doc/gvrng AUTHORS
Stas Zytkiewicz - stasz@linux.isbeter.nl Waseem Daher - wdaher@mit.edu Steve Howell - showell@zipcon.net SEE ALSO
http://gvrng.sourceforge.net Stas Zytkiewicz 1.0 09/13/2004 gvrng(1)