Using particle swarms for the development of QSAR models based on K-nearest neighbor and kernel regression.
Walter CedeñoDimitris K. AgrafiotisPublished in: J. Comput. Aided Mol. Des. (2003)
Keyphrases
- k nearest neighbor
- knn
- kernel regression
- nearest neighbor
- regression methods
- support vector machine
- decision trees
- regression model
- support vector machine svm
- knowledge discovery
- probabilistic model
- text categorization
- linear regression
- neural network
- least squares
- optimization algorithm
- distance function
- multi objective
- nadaraya watson