Class information for:
Level 1: SURVIVAL TREE//RECURSIVE PARTITIONING//REGRESSION TREE

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
21566 414 26.3 51%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
211 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//DATA MINING 51632
235 2             COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FEATURE SELECTION//MACHINE LEARNING 20237
21566 1                   SURVIVAL TREE//RECURSIVE PARTITIONING//REGRESSION TREE 414

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 SURVIVAL TREE authKW 656032 3% 68% 13
2 RECURSIVE PARTITIONING authKW 361315 8% 15% 32
3 REGRESSION TREE authKW 224314 9% 8% 37
4 BREAKTHROUGH INDEX authKW 147512 0% 100% 2
5 LANDMARK PAPER INDEX authKW 147512 0% 100% 2
6 MAXIMALLY SELECTED TEST STATISTICS authKW 147512 0% 100% 2
7 MEAN POSTERIOR IMPROVEMENT CRITERION authKW 147512 0% 100% 2
8 MULTIVARIATE RESPONSE VARIABLE authKW 147512 0% 100% 2
9 RHEOLOGICAL JOURNALS authKW 147512 0% 100% 2
10 SURVIVAL ENSEMBLES authKW 147512 0% 100% 2

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Statistics & Probability 26133 61% 0% 252
2 Mathematical & Computational Biology 6978 24% 0% 99
3 Medical Informatics 5656 14% 0% 60
4 Computer Science, Interdisciplinary Applications 766 12% 0% 50
5 Computer Science, Artificial Intelligence 456 9% 0% 38
6 Public, Environmental & Occupational Health 310 12% 0% 51
7 Health Care Sciences & Services 288 6% 0% 25
8 Medicine, Research & Experimental 248 10% 0% 42
9 Biology 137 6% 0% 24
10 Computer Science, Theory & Methods 132 6% 0% 23

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 FAK ARCHITEKTUR BAUINGENIEURWESEN 98340 0% 67% 2
2 H AUGSBURG 98340 0% 67% 2
3 ABT ENERGIESYST BEIDE 73756 0% 100% 1
4 AGNY EVALUAC TECHNOL SANITARIA 73756 0% 100% 1
5 BUSINESS INFORMAT DECIS SYST 73756 0% 100% 1
6 BUSINESS MANAGEMENT TOUR MANAGEMENT 73756 0% 100% 1
7 CULTURAL CONTENTS 73756 0% 100% 1
8 D ESTADIST INV OPERAT 73756 0% 100% 1
9 DEP COMP INFORMAT ENGN 73756 0% 100% 1
10 DIREZ CENT STAT POPULAZ TERR 73756 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 21806 4% 2% 17
2 COMPUTATIONAL STATISTICS & DATA ANALYSIS 20412 9% 1% 37
3 STATISTICS IN MEDICINE 16453 10% 1% 40
4 BIOMETRICS 7193 5% 0% 21
5 STATISTICS AND COMPUTING 5891 2% 1% 9
6 ANNALS OF APPLIED STATISTICS 5699 2% 1% 8
7 BAUPHYSIK 4496 1% 2% 4
8 BIOMETRICAL JOURNAL 4465 3% 1% 12
9 BIOSTATISTICS 3428 1% 1% 6
10 CONTRIBUTIONS TO STATISTICS 3341 1% 1% 6

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 SURVIVAL TREE 656032 3% 68% 13 Search SURVIVAL+TREE Search SURVIVAL+TREE
2 RECURSIVE PARTITIONING 361315 8% 15% 32 Search RECURSIVE+PARTITIONING Search RECURSIVE+PARTITIONING
3 REGRESSION TREE 224314 9% 8% 37 Search REGRESSION+TREE Search REGRESSION+TREE
4 BREAKTHROUGH INDEX 147512 0% 100% 2 Search BREAKTHROUGH+INDEX Search BREAKTHROUGH+INDEX
5 LANDMARK PAPER INDEX 147512 0% 100% 2 Search LANDMARK+PAPER+INDEX Search LANDMARK+PAPER+INDEX
6 MAXIMALLY SELECTED TEST STATISTICS 147512 0% 100% 2 Search MAXIMALLY+SELECTED+TEST+STATISTICS Search MAXIMALLY+SELECTED+TEST+STATISTICS
7 MEAN POSTERIOR IMPROVEMENT CRITERION 147512 0% 100% 2 Search MEAN+POSTERIOR+IMPROVEMENT+CRITERION Search MEAN+POSTERIOR+IMPROVEMENT+CRITERION
8 MULTIVARIATE RESPONSE VARIABLE 147512 0% 100% 2 Search MULTIVARIATE+RESPONSE+VARIABLE Search MULTIVARIATE+RESPONSE+VARIABLE
9 RHEOLOGICAL JOURNALS 147512 0% 100% 2 Search RHEOLOGICAL+JOURNALS Search RHEOLOGICAL+JOURNALS
10 SURVIVAL ENSEMBLES 147512 0% 100% 2 Search SURVIVAL+ENSEMBLES Search SURVIVAL+ENSEMBLES

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 LOH, WY , (2014) FIFTY YEARS OF CLASSIFICATION AND REGRESSION TREES.INTERNATIONAL STATISTICAL REVIEW. VOL. 82. ISSUE 3. P. 329 -348 62 64% 19
2 EO, SH , CHO, H , (2014) TREE-STRUCTURED MIXED-EFFECTS REGRESSION MODELING FOR LONGITUDINAL DATA.JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. VOL. 23. ISSUE 3. P. 740 -760 23 92% 2
3 LOH, WY , (2011) CLASSIFICATION AND REGRESSION TREES.WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY. VOL. 1. ISSUE 1. P. 14-23 17 77% 118
4 HOTHORN, T , HORNIK, K , ZEILEIS, A , (2006) UNBIASED RECURSIVE PARTITIONING: A CONDITIONAL INFERENCE FRAMEWORK.JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. VOL. 15. ISSUE 3. P. 651 -674 17 63% 616
5 LOH, WY , ZHENG, W , (2013) REGRESSION TREES FOR LONGITUDINAL AND MULTIRESPONSE DATA.ANNALS OF APPLIED STATISTICS. VOL. 7. ISSUE 1. P. 495-522 18 86% 8
6 BOU-HAMAD, I , LAROCQUE, D , BEN-AMEUR, H , MASSE, LC , VITARO, F , TREMBLAY, RE , (2009) DISCRETE-TIME SURVIVAL TREES.CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE. VOL. 37. ISSUE 1. P. 17-32 21 75% 1
7 CHO, HJ , HONG, SM , (2008) MEDIAN REGRESSION TREE FOR ANALYSIS OF CENSORED SURVIVAL DATA.IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS. VOL. 38. ISSUE 3. P. 715-726 20 77% 2
8 ALVAREZ-IGLESIAS, A , HINDE, J , FERGUSON, J , NEWELL, J , (2017) AN ALTERNATIVE PRUNING BASED APPROACH TO UNBIASED RECURSIVE PARTITIONING.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 106. ISSUE . P. 90 -102 15 83% 0
9 LEE, JW , UM, SH , LEE, JB , MUN, J , CHO, H , (2006) SCORING AND STAGING SYSTEMS USING COX LINEAR REGRESSION MODELING AND RECURSIVE PARTITIONING.METHODS OF INFORMATION IN MEDICINE. VOL. 45. ISSUE 1. P. 37-43 20 69% 7
10 LASKA, E , MEISNER, M , WANDERLING, J , (2012) A MAXIMALLY SELECTED TEST OF SYMMETRY ABOUT ZERO.STATISTICS IN MEDICINE. VOL. 31. ISSUE 26. P. 3178-3191 15 71% 4

Classes with closest relation at Level 1


Rank Class id link
1 12665 DECISION TREE//NUMERICAL ATTRIBUTES//SUPERVISED DISCRETIZATION
2 13323 EXPLAINED VARIATION//TUFTS CTSI//EXPLAINED RANDOMNESS
3 3353 BOOSTING//BAGGING//MULTIPLE CLASSIFIER SYSTEMS
4 16116 SUBGROUP ANALYSIS//MULTIREGIONAL CLINICAL TRIAL//MULTIREGIONAL TRIAL
5 12684 GENE GENE INTERACTION//EPISTASIS//MULTIFACTOR DIMENSIONALITY REDUCTION
6 25104 DICHOTOMIZATION//MEDIAN SPLIT//MODERATED REGRESSION
7 30788 META LEARNING//LIACC FEP//ALGORITHM RECOMMENDATION
8 13365 NEURAL NETWORKS COMPUTER//GENERAL EEG METHODOLOGY//PROGRAMA POS INFORMAT SAUDE
9 25369 SYMBOLIC DATA ANALYSIS//INTERVAL VALUED DATA//SYMBOLIC DATA
10 19083 RANKING DATA//BRADLEY TERRY MODEL//LEHMANN ALTERNATIVE

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