A Complexity Measure for Data Classification Based on KNN with Dynamic Optimal K-Value Finding.
Qiangkui LengLiang ZhouXiangfu MengPublished in: FSDM (2023)
Keyphrases
- knn
- k nearest neighbor
- data analysis
- data structure
- nearest neighbor
- data sets
- classification algorithm
- support vector machine svm
- k nearest neighbour
- classification method
- dimensionality reduction methods
- classification accuracy
- text classification
- input space
- high dimensional data
- support vector machine
- training data
- face recognition
- decision trees
- majority voting
- binary classification tasks
- distance measure
- text categorization
- supervised learning
- support vector
- feature selection