Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313011697> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W4313011697 endingPage "17" @default.
- W4313011697 startingPage "9" @default.
- W4313011697 abstract "The class Imbalance problem in a classification dataset is challenging the machine learning community in terms of performance for minority data the poor representation of minority class affects the performance of the classification algorithm, which is evident through various assessment metrics. This paper deals with High dimensional Imbalanced data set and the effectiveness of feature selection on Imbalanced data. Imbalance on high dimensional data set leads to sub optimal performance of the classifier. More over handling dealing with high dimensional imbalance data, poses additional technical challenges that would result in overly fitting classifiers. Several approaches have been suggested in literature. In this paper different feature selection methods were explored and with the selected features Random under sampling technique are applied. The classification results reveal that feature selection and sampling is paramount to achieve the best possible results from high-dimensional imbalanced data. The results depict that sampling done with subset features yields good classification performance." @default.
- W4313011697 created "2023-01-05" @default.
- W4313011697 creator A5019128062 @default.
- W4313011697 creator A5057843474 @default.
- W4313011697 date "2022-01-01" @default.
- W4313011697 modified "2023-10-18" @default.
- W4313011697 title "Resampling Imbalanced Data and Impact of Attribute Selection Methods in High Dimensional Data" @default.
- W4313011697 cites W2007123232 @default.
- W4313011697 cites W2022604714 @default.
- W4313011697 cites W2024223694 @default.
- W4313011697 cites W2164330572 @default.
- W4313011697 cites W2412173772 @default.
- W4313011697 cites W2575375825 @default.
- W4313011697 cites W2788926429 @default.
- W4313011697 cites W2950228214 @default.
- W4313011697 cites W3109637016 @default.
- W4313011697 doi "https://doi.org/10.1007/978-981-19-4044-6_2" @default.
- W4313011697 hasPublicationYear "2022" @default.
- W4313011697 type Work @default.
- W4313011697 citedByCount "0" @default.
- W4313011697 crossrefType "book-chapter" @default.
- W4313011697 hasAuthorship W4313011697A5019128062 @default.
- W4313011697 hasAuthorship W4313011697A5057843474 @default.
- W4313011697 hasConcept C106131492 @default.
- W4313011697 hasConcept C119857082 @default.
- W4313011697 hasConcept C124101348 @default.
- W4313011697 hasConcept C138885662 @default.
- W4313011697 hasConcept C140779682 @default.
- W4313011697 hasConcept C148483581 @default.
- W4313011697 hasConcept C150921843 @default.
- W4313011697 hasConcept C153180895 @default.
- W4313011697 hasConcept C154945302 @default.
- W4313011697 hasConcept C197323446 @default.
- W4313011697 hasConcept C2776257435 @default.
- W4313011697 hasConcept C2776401178 @default.
- W4313011697 hasConcept C2777212361 @default.
- W4313011697 hasConcept C3019722297 @default.
- W4313011697 hasConcept C31258907 @default.
- W4313011697 hasConcept C31972630 @default.
- W4313011697 hasConcept C41008148 @default.
- W4313011697 hasConcept C41895202 @default.
- W4313011697 hasConcept C58489278 @default.
- W4313011697 hasConcept C81917197 @default.
- W4313011697 hasConcept C95623464 @default.
- W4313011697 hasConceptScore W4313011697C106131492 @default.
- W4313011697 hasConceptScore W4313011697C119857082 @default.
- W4313011697 hasConceptScore W4313011697C124101348 @default.
- W4313011697 hasConceptScore W4313011697C138885662 @default.
- W4313011697 hasConceptScore W4313011697C140779682 @default.
- W4313011697 hasConceptScore W4313011697C148483581 @default.
- W4313011697 hasConceptScore W4313011697C150921843 @default.
- W4313011697 hasConceptScore W4313011697C153180895 @default.
- W4313011697 hasConceptScore W4313011697C154945302 @default.
- W4313011697 hasConceptScore W4313011697C197323446 @default.
- W4313011697 hasConceptScore W4313011697C2776257435 @default.
- W4313011697 hasConceptScore W4313011697C2776401178 @default.
- W4313011697 hasConceptScore W4313011697C2777212361 @default.
- W4313011697 hasConceptScore W4313011697C3019722297 @default.
- W4313011697 hasConceptScore W4313011697C31258907 @default.
- W4313011697 hasConceptScore W4313011697C31972630 @default.
- W4313011697 hasConceptScore W4313011697C41008148 @default.
- W4313011697 hasConceptScore W4313011697C41895202 @default.
- W4313011697 hasConceptScore W4313011697C58489278 @default.
- W4313011697 hasConceptScore W4313011697C81917197 @default.
- W4313011697 hasConceptScore W4313011697C95623464 @default.
- W4313011697 hasLocation W43130116971 @default.
- W4313011697 hasOpenAccess W4313011697 @default.
- W4313011697 hasPrimaryLocation W43130116971 @default.
- W4313011697 hasRelatedWork W1877500380 @default.
- W4313011697 hasRelatedWork W2774028126 @default.
- W4313011697 hasRelatedWork W3008199583 @default.
- W4313011697 hasRelatedWork W3015625717 @default.
- W4313011697 hasRelatedWork W3021503072 @default.
- W4313011697 hasRelatedWork W3138490155 @default.
- W4313011697 hasRelatedWork W3176807344 @default.
- W4313011697 hasRelatedWork W3200179079 @default.
- W4313011697 hasRelatedWork W4239496837 @default.
- W4313011697 hasRelatedWork W4385743487 @default.
- W4313011697 isParatext "false" @default.
- W4313011697 isRetracted "false" @default.
- W4313011697 workType "book-chapter" @default.