Class information for: |
Basic class information |
ID | Publications | Average number of references |
Avg. shr. active ref. in WoS |
---|---|---|---|
20476 | 397 | 24.3 | 47% |
Classes in level above (level 2) |
ID, lev. above |
Publications | Label for level above |
---|---|---|
396 | 16220 | CREDIT SCORING//MACHINE LEARNING//FEATURE SELECTION |
Terms with highest relevance score |
Rank | Term | Type of term | Relevance score (tfidf) |
Class's shr. of term's tot. occurrences |
Shr. of publ. in class containing term |
Num. of publ. in class |
---|---|---|---|---|---|---|
1 | SURVIVAL TREES | Author keyword | 8 | 75% | 2% | 6 |
2 | RECURSIVE PARTITIONING | Author keyword | 4 | 13% | 7% | 27 |
3 | PRIM | Author keyword | 2 | 44% | 1% | 4 |
4 | SURVIVAL TREE | Author keyword | 2 | 44% | 1% | 4 |
5 | H AUGSBURG | Address | 2 | 67% | 1% | 2 |
6 | TREE STRUCTURED METHOD | Author keyword | 2 | 67% | 1% | 2 |
7 | ARTICLE IMPACT | Author keyword | 2 | 50% | 1% | 3 |
8 | AUTHOR IMPACT | Author keyword | 2 | 43% | 1% | 3 |
9 | MULTIVARIATE REGRESSION TREES | Author keyword | 1 | 21% | 2% | 6 |
10 | BREAKTHROUGH INDEX | Author keyword | 1 | 100% | 1% | 2 |
Web of Science journal categories |
Author Key Words |
Rank | Web of Science journal category | Relevance score (tfidf) |
Class's shr. of term's tot. occurrences |
Shr. of publ. in class containing term |
Num. of publ. in class |
LCSH search | Wikipedia search |
---|---|---|---|---|---|---|---|
1 | SURVIVAL TREES | 8 | 75% | 2% | 6 | Search SURVIVAL+TREES | Search SURVIVAL+TREES |
2 | RECURSIVE PARTITIONING | 4 | 13% | 7% | 27 | Search RECURSIVE+PARTITIONING | Search RECURSIVE+PARTITIONING |
3 | PRIM | 2 | 44% | 1% | 4 | Search PRIM | Search PRIM |
4 | SURVIVAL TREE | 2 | 44% | 1% | 4 | Search SURVIVAL+TREE | Search SURVIVAL+TREE |
5 | TREE STRUCTURED METHOD | 2 | 67% | 1% | 2 | Search TREE+STRUCTURED+METHOD | Search TREE+STRUCTURED+METHOD |
6 | ARTICLE IMPACT | 2 | 50% | 1% | 3 | Search ARTICLE+IMPACT | Search ARTICLE+IMPACT |
7 | AUTHOR IMPACT | 2 | 43% | 1% | 3 | Search AUTHOR+IMPACT | Search AUTHOR+IMPACT |
8 | MULTIVARIATE REGRESSION TREES | 1 | 21% | 2% | 6 | Search MULTIVARIATE+REGRESSION+TREES | Search MULTIVARIATE+REGRESSION+TREES |
9 | BREAKTHROUGH INDEX | 1 | 100% | 1% | 2 | Search BREAKTHROUGH+INDEX | Search BREAKTHROUGH+INDEX |
10 | CRITERION OPTIMISATION | 1 | 50% | 1% | 2 | Search CRITERION+OPTIMISATION | Search CRITERION+OPTIMISATION |
Key Words Plus |
Rank | Web of Science journal category | Relevance score (tfidf) |
Class's shr. of term's tot. occurrences |
Shr. of publ. in class containing term |
Num. of publ. in class |
---|---|---|---|---|---|
1 | RULE INDUCTION METHOD | 5 | 60% | 2% | 6 |
2 | SPLIT SELECTION | 4 | 67% | 1% | 4 |
3 | CLASSIFICATION TREES | 4 | 14% | 6% | 24 |
4 | RECPAM | 3 | 100% | 1% | 3 |
5 | CHI SQUARE STATISTICS | 3 | 16% | 4% | 16 |
6 | RECURSIVE PARTITION | 3 | 42% | 1% | 5 |
7 | SURVIVAL TREES | 2 | 50% | 1% | 3 |
8 | RANK STATISTICS | 1 | 16% | 2% | 7 |
9 | OPTIMAL CUTPOINTS | 1 | 27% | 1% | 4 |
10 | STRUCTURED SURVIVAL ANALYSIS | 1 | 27% | 1% | 4 |
Journals |
Reviews |
Title | Publ. year | Cit. | Active references |
% act. ref. to same field |
---|---|---|---|---|
Classification and regression trees | 2011 | 56 | 22 | 82% |
An Introduction to Recursive Partitioning: Rationale, Application, and Characteristics of Classification and Regression Trees, Bagging, and Random Forests | 2009 | 209 | 58 | 5% |
PROGNOSTIC VALUE OF CONTINUOUS VARIABLE AND OPTIMAL CUTOFF POINT | 1993 | 12 | 5 | 80% |
Partitioning and peeling for constructing prognostic groups | 2002 | 16 | 17 | 41% |
THE ANALYSIS OF SURVEY DATA | 1995 | 1 | 5 | 60% |
Statistical problems with 'optimal' thresholds in studies of new prognostic factors in urology | 2000 | 11 | 19 | 37% |
Mathematical Modeling of Molecular Data in Translational Medicine: Theoretical Considerations | 2010 | 2 | 53 | 9% |
Address terms |
Rank | Address term | Relevance score (tfidf) |
Class's shr. of term's tot. occurrences |
Shr. of publ. in class containing term |
Num. of publ. in class |
---|---|---|---|---|---|
1 | H AUGSBURG | 2 | 67% | 0.5% | 2 |
2 | FAK ARCHITEKTUR BAUINGENIEURWESEN | 1 | 50% | 0.5% | 2 |
3 | STAT INTELLIGENT DATA ANAL GRP | 1 | 24% | 1.0% | 4 |
4 | BUR HIGHWAY OPERAT | 1 | 50% | 0.3% | 1 |
5 | DEIIRSN | 1 | 50% | 0.3% | 1 |
6 | F CC MATEMAT | 1 | 50% | 0.3% | 1 |
7 | SHIFFMAN LIB 121 | 1 | 50% | 0.3% | 1 |
8 | COMP LEARNING ROYAL HOLLOWAY | 0 | 33% | 0.3% | 1 |
9 | ETUD RADIOECOL MILIEUX CONTINENTAL MARIN | 0 | 33% | 0.3% | 1 |
10 | ROCHE INNOVAT NEW YORK | 0 | 33% | 0.3% | 1 |
Related classes at same level (level 1) |
Rank | Relatedness score | Related classes |
---|---|---|
1 | 0.0000198944 | NUMERICAL ATTRIBUTES//FUZZY DECISION TREES//CASCADE GENERALIZATION |
2 | 0.0000165190 | ADAPTIVE TREATMENT STRATEGIES//DYNAMIC TREATMENT REGIME//DYNAMIC TREATMENT REGIMES |
3 | 0.0000136300 | CANTABRIAN BASIN AUTHOR//STATISTICAL LEARNING TECHNIQUES//TWO SCALE DISCRETIZATION |
4 | 0.0000134091 | TUFTS CTSI//EXPLAINED VARIATION//FRACTIONAL POLYNOMIALS |
5 | 0.0000099537 | BOOSTING//BAGGING//ENSEMBLE PRUNING |
6 | 0.0000095951 | GENE GENE INTERACTIONS//MULTIFACTOR DIMENSIONALITY REDUCTION//GENE GENE INTERACTION |
7 | 0.0000094904 | DICHOTOMIZATION//DICHOTOMISATION//DICHOTOMIZING |
8 | 0.0000075309 | AVERAGE PREDICTIVE COMPARISON//SECT CLIN CHEM BIOCHEM//BOND RATING PREDICTION |
9 | 0.0000070519 | LOGICAL ANALYSIS OF DATA//PARTIALLY DEFINED BOOLEAN FUNCTIONS//LOGICAL ANALYSIS OF DATA LAD |
10 | 0.0000062006 | JOINT EXPOSURE//FLOATING ABSOLUTE RISK//RELATIVE EXCESS RISK DUE TO INTERACTION |