Geological feature selection in reservoir modelling and history matching with Multiple Kernel Learning.
Vasily V. DemyanovL. BackhouseMike ChristiePublished in: Comput. Geosci. (2015)
Keyphrases
- multiple kernel learning
- feature selection
- kernel learning
- multi task
- multiple kernel
- linear combination
- lp norm
- mutual information
- text classification
- feature space
- text categorization
- kernel function
- machine learning
- feature set
- classification accuracy
- learning problems
- support vector machine
- kernel methods
- semi supervised learning
- feature subset
- multi class
- support vector
- high dimensionality
- classification models
- information gain
- matching scheme