Istituto di Scienza e Tecnologie dell'Informazione     
Ruggieri S. YaDT: Yet another Decision Tree builder. In: ICTAI 2004 - 16th IEEE International Conference on Tools with Artificial Intelligence (Boca Raton, FL, 15-1 November 2004). Proceedings, pp. 260 - 265. Khoshgoftaar T.M (ed.). IEEE, 2004.
YaDT is a from-scratch main-memory implementation of the C4.5-like decision tree algorithm. Our presentation will be focused on the design principles that allowed for obtaining an extremely efficient system. Experimental results are reported comparing YaDT with Weka, dti, Xelopes and (E)C4.5. 2004 IEEE.
URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=1374196
DOI: 10.1109/ICTAI.2004.123
Subject Algorithms
Computer software
Database systems
Heuristic methods
Set theory
Trees (mathematics)
H.2.8 Database applications
F.4.1 Mathematical Logic

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