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Apriori Algorithm
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Apriori Algorithm
Implementation of the Apriori Algorithm ======================================= Roy Shea <[email protected]> The Aprioroi algorithm is an older data mining technique for learning association rules. This work provides a C and python implementation of the algorithm. More information on the algorithm can be found in: [bibliography] - Rakesh Agrawal and Ramakrishnan Srikant. "Fast Algorithms for Mining Association Rules". SIGKDD 1994. Status ------ As of October 2009, the C implementation is more thoroughly tested and optimized. The core is built as a library linked into programs that want to use the apriori algorithm. I simple wrapper called use_apriori is provided to demonstrate using apriori. ---- cd $PYAPRIORI/c/src make make use_apriori ./use_apriori -w14 -s0.001 $PYAPRIORI/evaluation/recoded_3000.txt ---- Testing is of the C implementation uses the http://code.google.com/p/cmockery/[cmockery framework]. Building the apriori library for testing and running the tests is accomplished using: ---- cd $PYAPRIORI/c/src make DEFS="-DUNIT_TESTING" cd $PYAPRIORI/c/test make ----
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