Synthetic sampling from small datasets: A modified mega-trend diffusion approach using k-nearest neighbors.
Jayanth SivakumarKarthik RamamurthyMenaka RadhakrishnanDaehan WonPublished in: Knowl. Based Syst. (2022)
Keyphrases
- k nearest neighbor
- knn
- nearest neighbor
- knn classifier
- sampling methods
- binary classification tasks
- bayes error
- nearest neighbor algorithm
- k nearest
- text classification
- classification algorithm
- image processing
- nearest neighbour
- similarity search
- query point
- input space
- data sets
- support vector machine
- data analysis
- feature selection
- machine learning
- neural network