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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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LEARN ABOUT DEBIAN

clasp

CLASP(1)						      General Commands Manual							  CLASP(1)

NAME

       clasp - a conflict-driven nogood learning answer set solver

SYNOPSIS

       clasp [number][options]

DESCRIPTION

       This manual page documents briefly the clasp command.

       clasp  is  an answer set solver for (extended) normal logic programs. It combines the high-level modeling capacities of answer set program-
       ming (ASP) with state-of-the-art techniques from the area of Boolean constraint solving. The primary clasp algorithm  relies  on  conflict-
       driven nogood learning, a technique that proved very successful for satisfiability checking (SAT). Unlike other learning ASP solvers, clasp
       does not rely on legacy software, such as a SAT solver or any other existing ASP solver. Rather, clasp has  been  genuinely  developed  for
       answer  set  solving  based  on	conflict-driven nogood learning. clasp can be applied as an ASP solver (on LPARSE output format), as a SAT
       solver (on simplified DIMACS/CNF format), or as a PB solver (on OPB format).

OPTIONS

       These programs follow the usual GNU command line syntax, with long options starting with  two  dashes  (`-').   A  summary  of  options	is
       included below.	For a complete description, see <http://www.cs.uni-potsdam.de/clasp/>.

       -h, --help
	      Show summary of options.

       -v, --version
	      Show version of program.

SEE ALSO

       gringo(1).

AUTHOR

       clasp was written by Benjamin Kaufmann <kaufmann@cs.uni-potsdam.de>.

       This manual page was written by Thomas Krennwallner <tkren@kr.tuwien.ac.at>, for the Debian project (and may be used by others).

								  March  4, 2010							  CLASP(1)