Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Recently b-pages on the World Wide b are explosively increasing, and it is now required for portal sites such as Yahoo! service having directory-style search engines to classify b-pages into many categories automatically.  investigates how rough settheory can help select relevant features for b-page classification. Our experimental results show that the combination of the rough set-aided feature selection method and the Support Vector Machine with a linear kernel is quite useful in practice to classify b-pages into many categories because not only the performance gives acceptable accuracy but also the high dimensionality reduction is achieved without depending on arbitrary thresholds for feature selection.
['Toshiko Wakaki', 'Hiroyuki Itakura', 'Masaki Tamura']
I am writing a research paper on a idea Rough Set-Aided Feature Selection for Automatic Web-Page Classification
[{"from": "human", "value": "I am writing a research paper on a idea Rough Set-Aided Feature Selection for Automatic Web-Page Classification"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Recently b-pages on the World Wide b are explosively increasing, and it is now required for portal sites such as Yahoo! service having directory-style search engines to classify b-pages into many categories automatically.  investigates how rough settheory can help select relevant features for b-page classification. Our experimental results show that the combination of the rough set-aided feature selection method and the Support Vector Machine with a linear kernel is quite useful in practice to classify b-pages into many categories because not only the performance gives acceptable accuracy but also the high dimensionality reduction is achieved without depending on arbitrary thresholds for feature selection."}]