Statements (21)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
learning theory
|
| gptkbp:appliesTo |
pattern recognition
supervised learning |
| gptkbp:field |
gptkb:mathematics
computer science statistics |
| gptkbp:focusesOn |
gptkb:machine_learning
statistical learning |
| https://www.w3.org/2000/01/rdf-schema#label |
Vapnik–Chervonenkis theory
|
| gptkbp:introduced |
gptkb:VC_dimension
|
| gptkbp:namedAfter |
gptkb:Alexey_Chervonenkis
gptkb:Vladimir_Vapnik |
| gptkbp:publishedIn |
1971
|
| gptkbp:relatedTo |
gptkb:empirical_risk_minimization
gptkb:Probably_Approximately_Correct_learning support vector machines structural risk minimization |
| gptkbp:studies |
capacity of statistical classification algorithms
generalization ability |
| gptkbp:bfsParent |
gptkb:Vladimir_Vapnik
|
| gptkbp:bfsLayer |
5
|