Boost a weak learner to a strong learner using ensemble system approach

2009 IEEE International Advance Computing Conference, IACC 2009

Volumn , Issue , 2009, Pages 1432-1436

  Vaghela, Vimal B ^a   Ganatra, Amit ^a   Thakkar, Amit ^a  

^a Department of Computer Engg ^*  (India)

Author keywords

Adaboost; Boosting; Decision stump; ensemble system

Indexed keywords

ADABOOST; BOOSTING; BOOSTING ALGORITHM; BOOSTING APPROACH; CLASSIFICATION ALGORITHM; CLASSIFICATION LEARNING; CLASSIFICATION TASKS; CLASSIFIER SYSTEMS; DECISION STUMP; DECISION STUMPS; ENSEMBLE SYSTEM; ENSEMBLE SYSTEMS; ERROR RATE; MAJORITY VOTE; MULTIPLE CLASSIFIER SYSTEMS; PREDICTION ACCURACY; TEST EXAMPLES; TESTING DATA; TRAINING DATA; TRAINING EXAMPLE; WEAK LEARNER;

ABILITY TESTING; ADAPTIVE BOOSTING; EDUCATION; FEATURE EXTRACTION; LEARNING SYSTEMS;

CLASSIFIERS;

EID: 66249138151     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IADCC.2009.4809227     Document Type: Conference Paper

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