Novel Variable Selection Quantitative Structure-Property Relationship Approach Based on the k-Nearest-Neighbor Principle.
Weifan ZhengAlexander TropshaPublished in: J. Chem. Inf. Comput. Sci. (2000)
Keyphrases
- k nearest neighbor
- variable selection
- knn
- nearest neighbor
- input variables
- high dimensional
- text categorization
- knn classifier
- cross validation
- model selection
- neural network
- feature selection
- support vector machine svm
- dimension reduction
- support vector machine
- hierarchical document clustering
- knn algorithm
- high dimensional data
- k nearest neighbour
- distance function
- nearest neighbour
- clustering method