Adaptive K values and training subsets selection for optimal K-NN performance on FPGA.
Achraf El BouazzaouiNoura JaririOmar MouhibAbdelkader HadjoudjaPublished in: J. King Saud Univ. Comput. Inf. Sci. (2024)
Keyphrases
- knn
- k nearest neighbor
- nearest neighbor
- k nearest neighbour
- text categorization
- distance function
- similarity search
- voting methods
- multi step
- text classification
- classification algorithm
- bayes error
- graph construction
- training samples
- feature selection
- supervised learning
- k nearest
- training examples
- pattern classification
- training set
- decision trees