Combining the Advantages of Neural Networks and Decision Trees for Regression Problems in a Steel Temperature Prediction System.
Miroslaw KordosPiotr KaniaPawel BudzynaMarcin BlachnikTadeusz WieczorekSlawomir GolakPublished in: HAIS (2) (2012)
Keyphrases
- regression problems
- decision trees
- neural network
- genetic programming
- regression trees
- linear regression
- random forests
- cross validation
- prediction accuracy
- electric arc furnace
- pattern recognition
- support vector machine
- learning machines
- high dimensional data
- input space
- back propagation
- random forest
- multi task
- genetic algorithm
- machine learning algorithms
- feature selection
- ensemble methods
- model selection
- feature extraction
- information gain
- hyperparameters
- radial basis function
- least squares
- machine learning
- data sets