Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
ensemble method |
| gptkbp:category |
supervised learning
|
| gptkbp:citation |
high
|
| gptkbp:combines |
weak learners
|
| gptkbp:commonWeakLearner |
decision stump
|
| gptkbp:developedBy |
gptkb:Robert_Schapire
gptkb:Yoav_Freund |
| gptkbp:fullName |
gptkb:Adaptive_Boosting
|
| https://www.w3.org/2000/01/rdf-schema#label |
AdaBoost
|
| gptkbp:introducedIn |
1995
|
| gptkbp:notablePublication |
gptkb:A_Decision-Theoretic_Generalization_of_On-Line_Learning_and_an_Application_to_Boosting
|
| gptkbp:output |
strong classifier
|
| gptkbp:reduces |
exponential loss
|
| gptkbp:relatedTo |
gptkb:Bagging
gptkb:Gradient_Boosting |
| gptkbp:supportsAlgorithm |
boosting
|
| gptkbp:usedFor |
gptkb:dictionary
regression |
| gptkbp:usedIn |
gptkb:XGBoost
gptkb:scikit-learn |
| gptkbp:bfsParent |
gptkb:Machine_Learning
gptkb:Scikit-learn |
| gptkbp:bfsLayer |
5
|