Random forests:
Gespeichert in:
1. Verfasser: | |
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Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Utrecht [u.a.]
VSP
2000
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Ausgabe: | 1. publ. |
Schlagworte: | |
Online-Zugang: | Inhaltsverzeichnis |
Beschreibung: | 122 S. graph. Darst. |
ISBN: | 9067643149 |
Internformat
MARC
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Datensatz im Suchindex
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adam_text | Titel: Random forests
Autor: Pavlov, Yu. L.
Jahr: 2000
CONTENTS
Preface........................................................................ 3
Chapter 1. Probabilistic methods in studying trees and forests........ 7
1. Trees and forests........................................................ 7
2. Random forests and generalized allocation scheme....................... 13
3. Random forests and branching processes................................. 17
4. Simply generated forests................................................. 33
5. Additions and references................................................ 37
Chapter 2. The maximum size of a tree in a random forest............. 39
1. Problem statement and summary of results.............................. 39
2. Asymptotics of NPr..................................................... 41
3. The limit behaviour of the total progeny of the branching process........ 46
4. The convergence of the sum of auxiliary random variables to the normal
law...................................................................... 54
5. The asymptotics of the sum of auxiliary random variables in the critical
case..................................................................... 60
6. Proofs of the main results............................................... 71
7. Additions and references................................................ 74
Chapter 3. Limit distributions of the number of trees of a given size.. 76
1. Problem statement and summary of results.............................. 76
2. The convergence of the sum of auxiliary random variables to the normal
law...................................................................... 78
3. The limit behaviour of the sum of auxiliary random variables in the critical
case..................................................................... 87
4. Proofs of the main results............................................... 94
5. Additions and references................................................ 95
Chapter 4. Limit distributions of the height of a random forest........ 98
1. Problem statement and summary of results.............................. 98
2. The limit behaviour of auxiliary probabilities in the subcriticai case......100
3. The limit behaviour of auxiliary probabilities in the critical case.........105
4. Proofs of the main results...............................................112
5. Additions and references................................................113
Bibliography...................................................................118
|
any_adam_object | 1 |
author | Pavlov, Yu. L. |
author_facet | Pavlov, Yu. L. |
author_role | aut |
author_sort | Pavlov, Yu. L. |
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building | Verbundindex |
bvnumber | BV014707662 |
callnumber-first | Q - Science |
callnumber-label | QA166 |
callnumber-raw | QA166.17 |
callnumber-search | QA166.17 |
callnumber-sort | QA 3166.17 |
callnumber-subject | QA - Mathematics |
classification_rvk | SK 820 |
ctrlnum | (OCoLC)44850152 (DE-599)BVBBV014707662 |
discipline | Mathematik |
edition | 1. publ. |
format | Book |
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id | DE-604.BV014707662 |
illustrated | Illustrated |
indexdate | 2024-07-09T19:05:21Z |
institution | BVB |
isbn | 9067643149 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009973089 |
oclc_num | 44850152 |
open_access_boolean | |
owner | DE-824 |
owner_facet | DE-824 |
physical | 122 S. graph. Darst. |
publishDate | 2000 |
publishDateSearch | 2000 |
publishDateSort | 2000 |
publisher | VSP |
record_format | marc |
spelling | Pavlov, Yu. L. Verfasser aut Random forests Yu. L. Pavlov 1. publ. Utrecht [u.a.] VSP 2000 122 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Random graphs Trees (Graph theory) Kombinatorische Optimierung (DE-588)4031826-6 gnd rswk-swf Mathematische Logik (DE-588)4037951-6 gnd rswk-swf Zufallsgraph (DE-588)4277661-2 gnd rswk-swf Zufallsgraph (DE-588)4277661-2 s Mathematische Logik (DE-588)4037951-6 s DE-604 Kombinatorische Optimierung (DE-588)4031826-6 s HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009973089&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
spellingShingle | Pavlov, Yu. L. Random forests Random graphs Trees (Graph theory) Kombinatorische Optimierung (DE-588)4031826-6 gnd Mathematische Logik (DE-588)4037951-6 gnd Zufallsgraph (DE-588)4277661-2 gnd |
subject_GND | (DE-588)4031826-6 (DE-588)4037951-6 (DE-588)4277661-2 |
title | Random forests |
title_auth | Random forests |
title_exact_search | Random forests |
title_full | Random forests Yu. L. Pavlov |
title_fullStr | Random forests Yu. L. Pavlov |
title_full_unstemmed | Random forests Yu. L. Pavlov |
title_short | Random forests |
title_sort | random forests |
topic | Random graphs Trees (Graph theory) Kombinatorische Optimierung (DE-588)4031826-6 gnd Mathematische Logik (DE-588)4037951-6 gnd Zufallsgraph (DE-588)4277661-2 gnd |
topic_facet | Random graphs Trees (Graph theory) Kombinatorische Optimierung Mathematische Logik Zufallsgraph |
url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009973089&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
work_keys_str_mv | AT pavlovyul randomforests |