A case based method to predict optimal k value for k-NN algorithm.
Zhongguo YangHongqi LiLiping ZhuQiang LiuSikandar AliPublished in: J. Intell. Fuzzy Syst. (2017)
Keyphrases
- knn
- dynamic programming
- k nearest neighbor
- classification algorithm
- clustering method
- nearest neighborhood
- k means
- support vector machine svm
- optimal solution
- similarity measure
- graph construction
- nearest neighbour
- distance function
- multi step
- learning algorithm
- classification accuracy
- clustering algorithm
- exhaustive search
- nearest neighbor algorithm
- expectation maximization
- nearest neighbor
- feature subset
- particle swarm optimization algorithm
- support vector machine
- training data
- k nearest neighbour
- machine learning