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Improving classification performance with discretization …
- https://pubmed.ncbi.nlm.nih.gov/18999186/
- Discretization acts as a variable selection method in addition to transforming the continuous values of the variable to discrete ones. Machine learning algorithms such …
Improving classification performance with discretization …
- https://europepmc.org/articles/PMC2656082
- Nov 6, 2008
Improving Classification Performance with Discretization …
- https://www.researchgate.net/publication/23463697_Improving_Classification_Performance_with_Discretization_on_Biomedical_Datasets
- Discretization can help improve the classification performance of some algorithms like Naïve Bayes that are sensitive to the dimensionality of the data …
Improving Classification Performance with …
- https://www.researchgate.net/profile/Shyam-Visweswaran/publication/23463697_Improving_Classification_Performance_with_Discretization_on_Biomedical_Datasets/links/02e7e52ac827e46a9e000000/Improving-Classification-Performance-with-Discretization-on-Biomedical-Datasets.pdf
- show that discretization can help improve significantly the classification performance of these algorithms as well as algorithms like Naïve Bayes that are sensitive to the …
Improving classification performance with discretization …
- https://europepmc.org/article/MED/18999186
- Europe PMC is an archive of life sciences journal literature. Search life-sciences literature (Over ...
Application of an efficient Bayesian discretization method …
- https://bmcbioinformatics.biomedcentral.com/articles/10.1186/1471-2105-12-309
- We compared the performance of EBD to Fayyad and Irani's (FI) discretization method, which is commonly used for discretization. On 24 biomedical …
Improving classification performance with discretization on …
- https://dbmi.secure.pitt.edu/content/improving-classification-performance-discretization-biomedical-datasets
- Discretization acts as a variable selection method in addition to transforming the continuous values of the variable to discrete ones. Machine learning algorithms such as …
classification - Does Discretization improve Classifier …
- https://stats.stackexchange.com/questions/478719/does-discretization-improve-classifier-performance
- Improving Classification Performance with Discretization on Biomedical Datasets Feature selection via discretization On the other hand, there is Visual …
Improving Classification Accuracy with Discretization on …
- https://publications.waset.org/1314/improving-classification-accuracy-with-discretization-on-datasets-including-continuous-valued-features
- The performance improvement between the dataset with original features and the dataset with discretized features is compared with k-nearest neighbors, Naive Bayes, C4.5 and …
Improving Classification Performance with Discretization …
- https://www.semanticscholar.org/paper/Improving-Classification-Performance-with-on-Lustgarten-Gopalakrishnan/63f7cc431683619da4689e7be6e30044ac0ed995/figure/1
- Table 2. Effect of discretization by EBD on variable selection. #V refers to the total number of variables, Fraction Removed is the fraction of variables removed by variable selection …
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