-
1
-
-
77956747417
-
On the layered nearest neighbour estimate, the bagged nearest neighbour estimate and the random forest method in regression and classification
-
Biau, G. and Devroye, L. 2010. On the layered nearest neighbour estimate, the bagged nearest neighbour estimate and the random forest method in regression and classification. J. Multivariate Anal., 101: 2499-2518.
-
(2010)
J. Multivariate Anal
, vol.101
, pp. 2499-2518
-
-
Biau, G.1
Devroye, L.2
-
2
-
-
0030211964
-
Bagging predictors
-
Breiman, L. 1996. Bagging predictors. Mach. Learn., 24: 123-140.
-
(1996)
Mach. Learn
, vol.24
, pp. 123-140
-
-
Breiman, L.1
-
3
-
-
0346786584
-
Arcing classifiers, discussion paper
-
Breiman, L. 1998. Arcing classifiers, discussion paper. Ann. Statist., 26: 801-824.
-
(1998)
Ann. Statist
, vol.26
, pp. 801-824
-
-
Breiman, L.1
-
4
-
-
0003856278
-
Using adaptive bagging to debias regressions
-
University of California at Berkeley February
-
Breiman, L. 1999. Using adaptive bagging to debias regressions. Tech. Rep. 547, University of California at Berkeley. Tech. Rep. 547 February
-
(1999)
Tech. Rep.
, vol.547
-
-
Breiman, L.1
-
5
-
-
0035478854
-
Random forests
-
Breiman, L. 2001. Random forests. Mach. Learn., 45: 5-32.
-
(2001)
Mach. Learn
, vol.45
, pp. 5-32
-
-
Breiman, L.1
-
7
-
-
0002432565
-
Multivariate adaptive regression splines
-
Friedman, J. 1991. Multivariate adaptive regression splines. Ann. Statist., 19: 1-67.
-
(1991)
Ann. Statist
, vol.19
, pp. 1-67
-
-
Friedman, J.1
-
8
-
-
0001942829
-
Neural networks and the bias/variance dilemma
-
Geman, S., Bienenstock, E. and Doursat, R. 1992. Neural networks and the bias/variance dilemma. Neural Comput., 4: 1-58.
-
(1992)
Neural Comput
, vol.4
, pp. 1-58
-
-
Geman, S.1
Bienenstock, E.2
Doursat, R.3
-
9
-
-
0345040873
-
Classification and regression by randomforest
-
Liaw, A. and Wiener, M. 2006. Classification and regression by randomforest. R News, 2: 18-22.
-
(2006)
R News
, vol.2
, pp. 18-22
-
-
Liaw, A.1
Wiener, M.2
-
10
-
-
33745653724
-
Random forests and adaptive nearest neighbors
-
Lin, Y. and Jeon, Y. 2006. Random forests and adaptive nearest neighbors. J. Amer. Statist. Assoc., 101: 578-590.
-
(2006)
J. Amer. Statist. Assoc
, vol.101
, pp. 578-590
-
-
Lin, Y.1
Jeon, Y.2
-
12
-
-
33847096395
-
Bias in random forest variable importance measures: Illustrations, sources and a solution
-
Strobl, C., Boulesteix, A. L., Zeileis, A. and Hothorn, T. 2007. Bias in random forest variable importance measures: Illustrations, sources and a solution. BMC Bioinform., 8: 25
-
(2007)
BMC Bioinform
, vol.8
, pp. 25
-
-
Strobl, C.1
Boulesteix, A.L.2
Zeileis, A.3
Hothorn, T.4
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