A cooperative game theoretic approach to prototype selection
| Autor: | Suri, N Rama, Srinivas, VS, Murty, M Narasimha |
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| Přispěvatelé: | JN, Kok, J, Koronacki, RL, DeMantaras, S, Matwin, D, Mladenic, A, Skowron |
| Jazyk: | angličtina |
| Rok vydání: | 2007 |
| Předmět: | |
| Zdroj: | IndraStra Global. |
| ISSN: | 2381-3652 |
| Popis: | In this paper we consider the task of prototype selection whose primary goal is to reduce the storage and computational requirements of the Nearest Neighbor classifier while achieving better classification accuracies. We propose a solution to the prototype selection problem using techniques from cooperative game theory and show its efficacy experimentally. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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