Instance Selection with Neural Networks for Regression Problems.
Miroslaw KordosMarcin BlachnikPublished in: ICANN (2) (2012)
Keyphrases
- regression problems
- instance selection
- neural network
- nearest neighbor
- linear regression
- genetic programming
- support vector machine
- high dimensional data
- cross validation
- feature selection
- multi class
- data reduction
- classification accuracy
- text classification
- input space
- supervised learning
- multiple instance learning
- pattern recognition
- training process
- learning machines
- hyperparameters
- genetic algorithm
- fuzzy logic
- knn
- random forests
- support vector
- multi task
- artificial neural networks
- back propagation
- k nearest neighbor
- concept drift
- semi supervised learning
- decision trees
- labeled data
- model selection
- least squares
- data analysis
- random sampling
- data points
- unlabeled data