Prediction of viscosity of imidazolium-based ionic liquids using MLR and SVM algorithms.
Yongsheng ZhaoXiangping ZhangLiyuan DengSuojiang ZhangPublished in: Comput. Chem. Eng. (2016)
Keyphrases
- prediction algorithm
- support vector machine
- computationally efficient
- prediction accuracy
- data sets
- learning algorithm
- data structure
- support vector
- computational cost
- theoretical analysis
- standard machine learning algorithms
- linear support vector machines
- ensemble classifier
- convergence rate
- logistic regression
- benchmark datasets
- machine learning algorithms
- support vector machine svm
- model selection
- multi class
- pattern recognition
- training data
- decision trees
- data mining