Explaining the Success of Nearest Neighbor Methods in Prediction.
George H. ChenDevavrat ShahPublished in: Found. Trends Mach. Learn. (2018)
Keyphrases
- nearest neighbor
- benchmark datasets
- computationally expensive
- prediction accuracy
- high dimensional data
- predictive model
- social networks
- machine learning methods
- k nearest neighbor
- neural network
- computational cost
- preprocessing
- information systems
- knn
- significant improvement
- query processing
- artificial neural networks
- machine learning
- qualitative and quantitative
- database