关注
Leo Breiman 1928-2005
Leo Breiman 1928-2005
Professor of Statistics, UC Berkeley
在 stat.berkeley.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Random forests
L Breiman
Machine learning 45 (1), 5-32, 2001
1238352001
Classification and Regression Trees
L Breiman, JH Friedman, RA Olshen, CJ Stone
CRC Press, New York, 1999
64386*1999
Classification and regression trees
L Breiman
Chapman & Hall/CRC, 1984
64306*1984
Bagging predictors
L Breiman
Machine learning 24 (2), 123-140, 1996
362831996
Statistical Modeling: The Two Cutures
L Breiman
5831*2003
Statistical modeling: The two cultures (with comments and a rejoinder by the author)
L Breiman
Statistical Science 16 (3), 199-231, 2001
57882001
Estimating optimal transformations for multiple regression and correlation
L Breiman, JH Friedman
Journal of the American Statistical Association, 580-598, 1985
26041985
Stacked regressions
L Breiman
Machine learning 24 (1), 49-64, 1996
23791996
Prediction games and arcing classifiers
L Breiman
Technical Report 504, Statistics Department, University of California at …, 1997
2205*1997
Arcing classifier (with discussion and a rejoinder by the author)
L Breiman
The annals of statistics 26 (3), 801-849, 1998
21771998
Using random forest to learn imbalanced data
C Chen, A Liaw, L Breiman
Discovery, 1-12, 2004
18602004
Heuristics of instability and stabilization in model selection
L Breiman
The Annals of Statistics 24 (6), 2350-2383, 1996
17201996
Better subset regression using the nonnegative garrote
L Breiman
Technometrics, 373-384, 1995
15391995
Manual on setting up, using, and understanding random forests v3. 1
L Breiman
URL: http://oz. berkeley. edu/users/breiman/Using_random_forests_V3 1, 2002
9762002
Submodel selection and evaluation in regression. The X-random case
L Breiman, P Spector
International Statistical Review/Revue Internationale de Statistique, 291-319, 1992
9361992
Prediction games and arcing algorithms
L Breiman
Neural computation 11 (7), 1493-1517, 1999
8081999
Optimal gambling systems for favorable games
L Breiman
7411961
Archetypal analysis
A Cutler, L Breiman
Technometrics, 338-347, 1994
7261994
Variable kernel estimates of multivariate densities
L Breiman, W Meisel, E Purcell
Technometrics, 135-144, 1977
7131977
Out-of-bag estimation
L Breiman
Technical report, Statistics Department, University of California Berkeley …, 1996
6661996
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