Statistical instance-based ensemble pruning for multi-class problems

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

Volumn 5768 LNCS, Issue PART 1, 2009, Pages 90-99

  Martínez Muñoz, Gonzalo ^a,b   Hernández Lobato, Daniel ^a   Suárez, Alberto ^a  

^a UNIVERSIDAD AUTÓNOMA DE MADRID   (Spain)

^b OREGON STATE UNIVERSITY   (United States)

Author keywords

Ensemble learning; Instance based pruning; Neural networks

Indexed keywords

COMPUTATIONAL OPTIMIZATION; ENSEMBLE LEARNING; ENSEMBLE OF CLASSIFIERS; ENSEMBLE PREDICTION; ENSEMBLE PRUNING; INSTANCE BASED PRUNING; LOOK UP TABLE; MULTI-CLASS PROBLEMS; PREDICTION ACCURACY;

BACKPROPAGATION; NEURAL NETWORKS; PROBABILITY DENSITY FUNCTION; TABLE LOOKUP;

PROBABILITY;

EID: 70350604650     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-04274-4_10     Document Type: Conference Paper

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