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 |