Candidate Elimination algorithm
GPTKB entity
Statements (19)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
|
| gptkbp:assumes |
noise-free data
|
| gptkbp:category |
inductive learning algorithm
|
| gptkbp:describedBy |
Machine Learning (book by Tom Mitchell)
|
| gptkbp:field |
gptkb:artificial_intelligence
gptkb:machine_learning |
| gptkbp:foundIn |
hypothesis consistent with training data
|
| https://www.w3.org/2000/01/rdf-schema#label |
Candidate Elimination algorithm
|
| gptkbp:introduced |
gptkb:Tom_Mitchell
|
| gptkbp:introducedIn |
1978
|
| gptkbp:maintainedBy |
set of most general hypotheses
set of most specific hypotheses |
| gptkbp:relatedTo |
gptkb:Find-S_algorithm
|
| gptkbp:type |
supervised learning
|
| gptkbp:updated |
hypothesis space
|
| gptkbp:usedFor |
concept learning
|
| gptkbp:uses |
version space
|
| gptkbp:bfsParent |
gptkb:Mitchell's_best_candidate_algorithm
|
| gptkbp:bfsLayer |
7
|