Matches in SemOpenAlex for { <https://semopenalex.org/work/W2532713884> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W2532713884 abstract "Many real world data are subject to skewness or imbalance. Often class distribution is imbalanced, while several attribute or feature skewness is also frequent. Skewness affects the classification of the dataset samples. While class skewness biases the classification towards majority classes, skewed features may also bias the classification as they are significant for few classes. The purpose of this paper is to find out the impact of skewed feature variation in the training dataset for the Naive Bayesian Classifier(NBC) and Probabilistic Neural Network(PNN) while classifying imbalanced data. The experiment was carried out on six KEEL dataset which are skewed in terms of class distribution having different imbalance ratio. This work looked for skewed features in those dataset and analysed the classification performance with and without the skewed features. The result illustrates that NBC is better in the mentioned circumstance compared to PNN." @default.
- W2532713884 created "2016-10-28" @default.
- W2532713884 creator A5041406797 @default.
- W2532713884 creator A5089264816 @default.
- W2532713884 date "2015-11-01" @default.
- W2532713884 modified "2023-09-25" @default.
- W2532713884 title "An empirical analysis of attribute skewness over class imbalance on Probabilistic Neural Network and Naïve Bayes classifier" @default.
- W2532713884 cites W2040661907 @default.
- W2532713884 cites W2109571154 @default.
- W2532713884 cites W2118978333 @default.
- W2532713884 cites W2141793026 @default.
- W2532713884 doi "https://doi.org/10.1109/ccie.2015.7399301" @default.
- W2532713884 hasPublicationYear "2015" @default.
- W2532713884 type Work @default.
- W2532713884 sameAs 2532713884 @default.
- W2532713884 citedByCount "4" @default.
- W2532713884 countsByYear W25327138842016 @default.
- W2532713884 countsByYear W25327138842017 @default.
- W2532713884 countsByYear W25327138842020 @default.
- W2532713884 countsByYear W25327138842022 @default.
- W2532713884 crossrefType "proceedings-article" @default.
- W2532713884 hasAuthorship W2532713884A5041406797 @default.
- W2532713884 hasAuthorship W2532713884A5089264816 @default.
- W2532713884 hasConcept C105795698 @default.
- W2532713884 hasConcept C119857082 @default.
- W2532713884 hasConcept C122342681 @default.
- W2532713884 hasConcept C12267149 @default.
- W2532713884 hasConcept C134342201 @default.
- W2532713884 hasConcept C153180895 @default.
- W2532713884 hasConcept C154945302 @default.
- W2532713884 hasConcept C175202392 @default.
- W2532713884 hasConcept C189119545 @default.
- W2532713884 hasConcept C33923547 @default.
- W2532713884 hasConcept C41008148 @default.
- W2532713884 hasConcept C49937458 @default.
- W2532713884 hasConcept C50644808 @default.
- W2532713884 hasConcept C52001869 @default.
- W2532713884 hasConcept C95623464 @default.
- W2532713884 hasConceptScore W2532713884C105795698 @default.
- W2532713884 hasConceptScore W2532713884C119857082 @default.
- W2532713884 hasConceptScore W2532713884C122342681 @default.
- W2532713884 hasConceptScore W2532713884C12267149 @default.
- W2532713884 hasConceptScore W2532713884C134342201 @default.
- W2532713884 hasConceptScore W2532713884C153180895 @default.
- W2532713884 hasConceptScore W2532713884C154945302 @default.
- W2532713884 hasConceptScore W2532713884C175202392 @default.
- W2532713884 hasConceptScore W2532713884C189119545 @default.
- W2532713884 hasConceptScore W2532713884C33923547 @default.
- W2532713884 hasConceptScore W2532713884C41008148 @default.
- W2532713884 hasConceptScore W2532713884C49937458 @default.
- W2532713884 hasConceptScore W2532713884C50644808 @default.
- W2532713884 hasConceptScore W2532713884C52001869 @default.
- W2532713884 hasConceptScore W2532713884C95623464 @default.
- W2532713884 hasLocation W25327138841 @default.
- W2532713884 hasOpenAccess W2532713884 @default.
- W2532713884 hasPrimaryLocation W25327138841 @default.
- W2532713884 hasRelatedWork W1487746570 @default.
- W2532713884 hasRelatedWork W1493451373 @default.
- W2532713884 hasRelatedWork W1607432302 @default.
- W2532713884 hasRelatedWork W1811126936 @default.
- W2532713884 hasRelatedWork W2016517455 @default.
- W2532713884 hasRelatedWork W2061054189 @default.
- W2532713884 hasRelatedWork W2149078746 @default.
- W2532713884 hasRelatedWork W2217683450 @default.
- W2532713884 hasRelatedWork W4206963974 @default.
- W2532713884 hasRelatedWork W4224221743 @default.
- W2532713884 isParatext "false" @default.
- W2532713884 isRetracted "false" @default.
- W2532713884 magId "2532713884" @default.
- W2532713884 workType "article" @default.