Hello everyone,
I want to know how to use ant colony algorithm as used in web page classification? The ant colony algorithm is mostly used in TSP problem. Therefore, I want to know how to train Ant colony classifier and how to test the web page step by step. Can you explain this for me? Thank you for your sharing...
Partha Dey
Use the ACO for feature selection, and employ a separate rule making algorithm (like decision tree/ boolean search with discretization/ ...) and evaluate the fitness of the feature subset from its classification accuracy. Use a variant of the ACO (called Ant-Miner) that itself makes rules, and classifies webpages. The rules that classify best are your fittest ants (best rules). http://ijcsi.org/papers/IJCSI-9-5-2-282-287.pdf http://kar.kent.ac.uk/14076/1/Web_Page_Classification_with_an_Ant_Colony_Algorithm.pdf
Hi Panei,
You can do two things:
Here are links to each of them :
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Antonio Bolufé-Röhler
Dear Panei,
It would be useful to know which kind of information (tags, words, metadata) from the web sites you intend to use for classification.
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