Data analytics and Bayesian Optimised Extreme Gradient Boosting approach to estimate cut-offs from wireline logs for net reservoir and pay classification.
Daniel Asante OtchereTarek Omar Arbi GanatVanessa NtaEric Thompson BrantsonTushar SharmaPublished in: Appl. Soft Comput. (2022)
Keyphrases
- gradient boosting
- classification accuracy
- data analytics
- support vector
- bayesian networks
- classification algorithm
- text classification
- internet search
- class labels
- data sets
- image classification
- support vector machine
- feature space
- supervised learning
- visual features
- benchmark datasets
- loss function
- probabilistic model
- big data
- cost sensitive
- decision trees
- feature selection