Using Enriched Category Theory to Construct the Nearest Neighbour Classification Algorithm.
Matthew PughJo GrundyCorina CîrsteaNick HarrisPublished in: CoRR (2023)
Keyphrases
- classification algorithm
- nearest neighbour
- knn
- k nearest neighbor
- training set
- support vector machine
- nearest neighbor
- k nearest neighbour
- classification method
- document classification
- classification rules
- training phase
- naive bayes
- concept drift
- class labels
- text categorization
- distance function
- decision trees
- accurate classification
- learning algorithm
- artificial intelligence
- support vector machine svm
- text classification
- decision making
- similarity search
- rough sets
- feature selection
- nearest neighbour algorithm