TunedIT.org: System for Automated Evaluation of Algorithms in Repeatable Experiments
作者： Marcin Wojnarski , Sebastian Stawicki , Piotr Wojnarowski
DOI: 10.1007/978-3-642-13529-3_4
关键词:
摘要: In this paper we present TUNEDIT system which facilitates evaluation and comparison of machine-learning algorithms. is composed three complementary interconnected components: TunedTester, Repository Knowledge Base. TunedTester a stand-alone Java application that runs automated tests (experiments) database algorithms, datasets procedures used by TunedTester for setting up test. Base test results. are accessible through website. open free use any researcher. Every registered user can upload new resources to Repository, run experiments with send results browse all collected results, generated either himself or others. As special functionality, built upon the framework tests, provides platform organization on-line interactive competitions problems. This functionality may be used, instance, teachers launch contests their students instead traditional assignment tasks; organizers data-mining conferences scientific community, in association conference.
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