A comparison of machine learning algorithms as surrogate model for net present value prediction from wells arrangement data.
João Roberto Bertini JuniorMei Abe FunciaAntonio Alberto S. SantosDenis J. SchiozerPublished in: IJCNN (2019)
Keyphrases
- machine learning algorithms
- learning models
- data sets
- experimental data
- prediction model
- benchmark data sets
- training data
- predictive model
- decision trees
- probability distribution
- machine learning
- learning algorithm
- network structure
- machine learning models
- historical data
- input data
- data structure
- missing data
- test data
- standard machine learning algorithms
- models built
- predictive accuracy
- machine learning methods
- class labels
- prediction accuracy
- data mining techniques
- knowledge discovery
- data sources
- prior knowledge
- real world