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Effective statistical learning metho...

Denuit, M.

Effective statistical learning methods for actuaries II :tree-based methods and extensions /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Effective statistical learning methods for actuaries II :Michel Denuit, Donatien Hainaut, Julien Trufin.
Reminder of title:	tree-based methods and extensions /
Author:	Denuit, M.
other author:	Hainaut, Donatien.
Published:	Cham, Switzerland :Springer,c2020.
Description:	x, 228 p. :ill. ;24 cm.
Subject:	Actuarial science.
ISBN:	9783030575557 (pbk.) :

Effective statistical learning methods for actuaries II :tree-based methods and extensions /
Denuit, M.

Effective statistical learning methods for actuaries II :tree-based methods and extensions /Michel Denuit, Donatien Hainaut, Julien Trufin. - Cham, Switzerland :Springer,c2020. - x, 228 p. :ill. ;24 cm. - Springer actuarial lecture notes. - Springer actuarial lecture notes.

Includes bibliographical references.

Introduction -- Performance evaluation -- Regression trees -- Bagging trees and random forests -- Boosting trees -- Other measures for model comparison.

ISBN: 9783030575557 (pbk.) :NT$1340Subjects--Topical Terms:

603592
Actuarial science.

LC Class. No.: HG8781 / .D46 2020

Effective statistical learning methods for actuaries II :tree-based methods and extensions /
LDR:00878cam a2200205 a 4500 001 593655
003 OCoLC
005 20210727232038.0
008 210805s2020 sz a b 000 0 eng d
020 $a 9783030575557 (pbk.) : $c NT$1340
020 $a 3030575551 (pbk.)
035 $a (OCoLC)1176323668
035 $a on1176323668
040 $a YDX $b eng $c YDX $d BNG $d OCLCO $d BDX $d OCLCF
050 4 $a HG8781 $b .D46 2020
100 1 $a Denuit, M. $q (Michel). $3 436621
245 1 0 $a Effective statistical learning methods for actuaries II : $b tree-based methods and extensions / $c Michel Denuit, Donatien Hainaut, Julien Trufin.
260 $a Cham, Switzerland : $b Springer, $c c2020.
300 $a x, 228 p. : $b ill. ; $c 24 cm.
490 1 $a Springer actuarial lecture notes
504 $a Includes bibliographical references.
505 0 $a Introduction -- Performance evaluation -- Regression trees -- Bagging trees and random forests -- Boosting trees -- Other measures for model comparison.
650 0 $a Actuarial science. $3 603592
650 0 $a Neural networks (Computer science) $3 181982
650 0 $a Statistics. $3 182057
700 1 $a Hainaut, Donatien. $3 853875
700 1 $a Trufin, Julien. $3 853876
830 0 $a Springer actuarial lecture notes $3 885215