A framework for neighbourhood configuration to improve the KNN based imputation algorithms on microarray gene expression data.
Shilpi BoseChandra DasKuntal GhoshMatangini ChattopadhyaySamiran ChattopadhyayPublished in: Int. J. Bioinform. Res. Appl. (2022)
Keyphrases
- knn
- k nearest neighbor
- nearest neighbor
- classification algorithm
- microarray gene expression data
- k nearest neighbour
- nearest neighbour
- learning algorithm
- test instances
- data mining
- knn algorithm
- shows significant improvements
- microarray data
- benchmark datasets
- probabilistic model
- artificial neural networks
- support vector