Making the black-box brighter: interpreting machine learning algorithm for forecasting drilling accidents.
Ekaterina GurinaNikita KlyuchnikovKsenia AntipovaDmitry A. KoroteevPublished in: CoRR (2022)
Keyphrases
- black box
- learning algorithm
- black boxes
- state transition
- white box
- white box testing
- integration testing
- short term
- training data
- supervised learning
- reinforcement learning
- hybrid systems
- learning rate
- data sets
- monitoring system
- rule extraction
- test cases
- machine learning
- support vector regression
- rbf network
- back propagation
- exchange rate
- machine learning algorithms
- software engineering
- forecasting model
- object oriented
- active learning
- multimedia