Class information for: |
Basic class information |
| ID | Publications | Average number of references |
Avg. shr. active ref. in WoS |
|---|---|---|---|
| 20199 | 409 | 30.6 | 35% |
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 | SQUARED LOSS MUTUAL INFORMATION | Author keyword | 20 | 100% | 2% | 9 |
| 2 | DENSITY RATIO ESTIMATION | Author keyword | 10 | 63% | 2% | 10 |
| 3 | DISAGREEMENT COEFFICIENT | Author keyword | 6 | 80% | 1% | 4 |
| 4 | BATCH MODE ACTIVE LEARNING | Author keyword | 4 | 67% | 1% | 4 |
| 5 | COVARIATE SHIFT ADAPTATION | Author keyword | 4 | 67% | 1% | 4 |
| 6 | COVARIATE SHIFT | Author keyword | 4 | 34% | 2% | 10 |
| 7 | BAYES CLASSIFIERS | Author keyword | 4 | 75% | 1% | 3 |
| 8 | LEAST SQUARES PROBABILISTIC CLASSIFIER | Author keyword | 4 | 75% | 1% | 3 |
| 9 | PEARSON DIVERGENCE | Author keyword | 4 | 75% | 1% | 3 |
| 10 | SELECTIVE SAMPLING | Author keyword | 3 | 22% | 3% | 13 |
Web of Science journal categories |
Author Key Words |
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 | COVARIATE SHIFT ADAPTATION | 16 | 65% | 4% | 15 |
| 2 | INCOMPLETE KNOWLEDGE | 9 | 64% | 2% | 9 |
| 3 | COVARIATE SHIFT | 7 | 34% | 4% | 18 |
| 4 | IMAGE MODELS | 2 | 67% | 0% | 2 |
| 5 | REJECT RULE | 2 | 67% | 0% | 2 |
| 6 | RADEMACHER COMPLEXITIES | 1 | 100% | 0% | 2 |
| 7 | REJECT OPTION | 1 | 19% | 1% | 5 |
| 8 | DENSITY RATIO MODELS | 1 | 50% | 0% | 1 |
| 9 | REJECTION RULE | 1 | 50% | 0% | 1 |
| 10 | LEAF IMAGES | 0 | 33% | 0% | 1 |
Journals |
Reviews |
| Title | Publ. year | Cit. | Active references |
% act. ref. to same field |
|---|---|---|---|---|
| Active learning with support vector machines | 2014 | 1 | 12 | 33% |
| Machine Learning with Squared-Loss Mutual Information | 2013 | 0 | 47 | 36% |
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 | COGNIT UBIQUITOUS COMP CUBIC | 3 | 100% | 0.7% | 3 |
| 2 | COMP SCI MATH INFORMAT | 1 | 17% | 1.5% | 6 |
| 3 | CAD KNOWLEDGE SOLUT IKM CKS | 1 | 50% | 0.2% | 1 |
| 4 | CORP TECHNOL IMAGING COMP VIS | 1 | 50% | 0.2% | 1 |
| 5 | EQUIPE NUTRIOM 7 | 1 | 50% | 0.2% | 1 |
| 6 | EQUIPE SEQUEL | 1 | 50% | 0.2% | 1 |
| 7 | MOE ELECT ENGN COMP SCI | 1 | 50% | 0.2% | 1 |
| 8 | DIPARTIMENTO AUTOMAZ ELETTROMAGNET INGN INFORMAZ | 1 | 25% | 0.5% | 2 |
| 9 | DATA ANAL MACHINE INTELLIGENCE | 0 | 33% | 0.2% | 1 |
| 10 | FRE2848 | 0 | 33% | 0.2% | 1 |
Related classes at same level (level 1) |
| Rank | Relatedness score | Related classes |
|---|---|---|
| 1 | 0.0000260832 | TRANSFER LEARNING//MULTITASK LEARNING//DOMAIN ADAPTATION |
| 2 | 0.0000167658 | CLASS IMBALANCE PROBLEM//CLASS IMBALANCE//COST SENSITIVE LEARNING |
| 3 | 0.0000141315 | SUBSPACE INFORMATION CRITERION//PARTIAL PROJECTION FILTER//REACTANCE LOADING |
| 4 | 0.0000131800 | COEFFICIENT REGULARIZATION//SAMPLE COMPRESSION//LEARNING THEORY |
| 5 | 0.0000121279 | MULTI LABEL CLASSIFICATION//IMAGE ANNOTATION//MULTIPLE INSTANCE LEARNING |
| 6 | 0.0000099214 | PROTOTYPE SELECTION//INSTANCE SELECTION//PROTOTYPE REDUCTION SCHEMES PRS |
| 7 | 0.0000095415 | OUTLIER DETECTION//NOVELTY DETECTION//ONE CLASS CLASSIFICATION |
| 8 | 0.0000094632 | BOOSTING//BAGGING//ENSEMBLE PRUNING |
| 9 | 0.0000081795 | CONCEPT DRIFT//VERY FAST DECISION TREE//DATA STREAMS |
| 10 | 0.0000074849 | MAT NANOTECHNOL GRP//MAT ENGN MECH//BIOTECH SYST ENGN |