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- Local_case-control_sampling abstract "In machine learning, local case-control sampling is an algorithm used to reduce the complexity of training a logistic regression classifier. The algorithm reduces the training complexity by selecting a small subsample of the original dataset for training. It assumes the availability of a (unreliable) pilot estimation of the parameters. It then performs a single pass over the entire dataset using the pilot estimation to identify the most \"surprising\" samples. In practice, the pilot may come from prior knowledge or training using a subsample of the dataset. The algorithm is most effective when the underlying dataset is imbalanced. It exploits the structures of conditional imbalanced datasets more efficiently than alternative methods, such as case control sampling and weighted case control sampling.".
- Local_case-control_sampling wikiPageID "46963137".
- Local_case-control_sampling wikiPageLength "6122".
- Local_case-control_sampling wikiPageOutDegree "11".
- Local_case-control_sampling wikiPageRevisionID "696365088".
- Local_case-control_sampling wikiPageWikiLink Algorithm.
- Local_case-control_sampling wikiPageWikiLink Category:Log-linear_models.
- Local_case-control_sampling wikiPageWikiLink Category:Machine_learning.
- Local_case-control_sampling wikiPageWikiLink Category:Regression_analysis.
- Local_case-control_sampling wikiPageWikiLink Consistency_(statistics).
- Local_case-control_sampling wikiPageWikiLink Decision_boundary.
- Local_case-control_sampling wikiPageWikiLink Logistic_regression.
- Local_case-control_sampling wikiPageWikiLink Machine_learning.
- Local_case-control_sampling wikiPageWikiLink Specification_(regression).
- Local_case-control_sampling wikiPageWikiLink Statistical_classification.
- Local_case-control_sampling wikiPageWikiLinkText "Local case-control sampling".
- Local_case-control_sampling colwidth "100".
- Local_case-control_sampling wikiPageUsesTemplate Template:Reflist.
- Local_case-control_sampling subject Category:Log-linear_models.
- Local_case-control_sampling subject Category:Machine_learning.
- Local_case-control_sampling subject Category:Regression_analysis.
- Local_case-control_sampling hypernym Algorithm.
- Local_case-control_sampling type Software.
- Local_case-control_sampling comment "In machine learning, local case-control sampling is an algorithm used to reduce the complexity of training a logistic regression classifier. The algorithm reduces the training complexity by selecting a small subsample of the original dataset for training. It assumes the availability of a (unreliable) pilot estimation of the parameters. It then performs a single pass over the entire dataset using the pilot estimation to identify the most \"surprising\" samples.".
- Local_case-control_sampling label "Local case-control sampling".
- Local_case-control_sampling sameAs m.013dfzty.
- Local_case-control_sampling wasDerivedFrom Local_case-control_sampling?oldid=696365088.
- Local_case-control_sampling isPrimaryTopicOf Local_case-control_sampling.