Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
computational learning theory model
|
| gptkbp:assumes |
existence of target function
random sampling of examples |
| gptkbp:basisFor |
learning theory
generalization bounds |
| gptkbp:characterizedBy |
accuracy parameter (epsilon)
confidence parameter (delta) |
| gptkbp:describes |
learnability of functions
|
| gptkbp:fullName |
Probably Approximately Correct model
|
| gptkbp:hasApplication |
gptkb:artificial_intelligence
pattern recognition |
| https://www.w3.org/2000/01/rdf-schema#label |
PAC model
|
| gptkbp:introduced |
gptkb:Leslie_Valiant
|
| gptkbp:introducedIn |
1984
|
| gptkbp:relatedTo |
gptkb:empirical_risk_minimization
gptkb:VC_dimension sample complexity agnostic learning |
| gptkbp:studiedIn |
learning theory
|
| gptkbp:usedIn |
gptkb:machine_learning
theoretical computer science |
| gptkbp:bfsParent |
gptkb:Parent-Adult-Child_model
|
| gptkbp:bfsLayer |
7
|