메뉴 건너뛰기




Volumn 13-17-August-2016, Issue , 2016, Pages 785-794

XGBoost: A scalable tree boosting system

Author keywords

Large scale Machine learning

Indexed keywords

ADAPTIVE BOOSTING; ARTIFICIAL INTELLIGENCE; DATA COMPRESSION; DATA MINING; FORESTRY; LEARNING SYSTEMS;

EID: 84984950690     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2939672.2939785     Document Type: Conference Paper
Times cited : (34340)

References (25)
  • 4
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Oct
    • L. Breiman. Random forests. Maching Learning, 45(1):5-32, Oct. 2001.
    • (2001) Maching Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 5
    • 84870035074 scopus 로고    scopus 로고
    • From ranknet to lambdarank to lambdamart: An overview
    • C. Burges. From ranknet to lambdarank to lambdamart: An overview. Learning, 11:23-581, 2010.
    • (2010) Learning , vol.11 , pp. 23-581
    • Burges, C.1
  • 10
    • 0035470889 scopus 로고    scopus 로고
    • Greedy function approximation: A gradient boosting machine
    • J. Friedman. Greedy function approximation: A gradient boosting machine. Annals of Statistics, 29(5):1189-1232, 2001.
    • (2001) Annals of Statistics , vol.29 , Issue.5 , pp. 1189-1232
    • Friedman, J.1
  • 12
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical view of boosting
    • J. Friedman, T. Hastie, and R. Tibshirani. Additive logistic regression: A statistical view of boosting. Annals of Statistics, 28(2):337-407, 2000.
    • (2000) Annals of Statistics , vol.28 , Issue.2 , pp. 337-407
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 19
    • 77955032649 scopus 로고    scopus 로고
    • Planet: Massively parallel learning of tree ensembles with mapreduce
    • Aug
    • B. Panda, J. S. Herbach, S. Basu, and R. J. Bayardo. Planet: Massively parallel learning of tree ensembles with mapreduce. Proceeding of VLDB Endowment, 2(2):1426-1437, Aug. 2009.
    • (2009) Proceeding of VLDB Endowment , vol.2 , Issue.2 , pp. 1426-1437
    • Panda, B.1    Herbach, J.S.2    Basu, S.3    Bayardo, R.J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.