A blast furnace coke ratio prediction model based on fuzzy cluster and grid search optimized support vector regression.
Shuai LiJincai ChangMansheng ChuJie LiAimin YangPublished in: Appl. Intell. (2022)
Keyphrases
- support vector regression
- grid search
- singular spectrum analysis
- support vector
- regression model
- random forest
- cross validation
- generalization ability
- hybrid model
- support vector machine
- prediction model
- prediction accuracy
- kernel function
- autoregressive conditional heteroscedasticity
- random search
- parameter optimization
- support vector machine svm
- fuzzy logic
- hyperparameters
- fuzzy rules
- clustering algorithm
- feature space
- image processing
- pairwise
- training set
- gaussian process
- training data
- computer vision
- learning algorithm
- machine learning