Predicting rare extreme values

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3918 LNAI, Issue , 2006, Pages 816-820

  Torgo, Luis ^a   Ribeiro, Rita ^a  

^a UNIVERSITY OF PORTO   (Portugal)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; FUNCTION EVALUATION; PROBLEM SOLVING; REGRESSION ANALYSIS;

CONTINUOUS VARIABLE; EVALUATION CRITERION; EXTREME VALUES; PREDICTION MODEL;

DATA STRUCTURES;

EID: 33745777414     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11731139_95     Document Type: Conference Paper

References (4)

1. G.Weiss and F. Provost. Learning when training data are costly: The effect of class distribution on tree induction. JAIR, 19:315-354, 2003.
2. L. Torgo and J. Gama. Regression using classification algorithms. Intelligent Data Analysis, 1(4), 1997.
3. L. Torgo and R. Ribeiro. Predicting outliers. In N. Lavrac, D. Gamberger, L. Todorovski, and H. Blockeel, editors, Proceedings of Principles of Data Mining and Knowledge Discovery (PKDD'03), number 2838 in LNAI, pages 447-458. Springer, 2003.
4. L. Torgo and R. Ribeiro. Predicting rare extreme values. Technical Report 2006-01, LIACC-NIAAD. University of Porto, 2006. (http://www.liacc.up.pt/ ~ltorgo/Papers/PREVext.pdf).