Comparison of kNN and k-means optimization methods of reference set selection for improved CNV callers performance.
Wiktor KusmirekAgnieszka SzmurloMarek S. WiewiórkaRobert M. NowakTomasz GambinPublished in: BMC Bioinform. (2019)
Keyphrases
- optimization methods
- knn
- k nearest neighbor
- reference set
- k means
- nearest neighbor
- k nearest neighbour
- simulated annealing
- optimization method
- optimization problems
- knn algorithm
- distance function
- text categorization
- classification method
- support vector machine svm
- neural network
- text classification
- knn classifier
- classification algorithm
- clustering algorithm
- feature selection
- support vector machine
- loss function
- background knowledge
- information extraction
- semi automatically
- data sets
- knn classification