A LightGBM-based strategy to predict tunnel rockmass class from TBM construction data for building control.
Long LiZaobao LiuJimei ShenFei WangWenbiao QiSeokwon JeonPublished in: Adv. Eng. Informatics (2023)
Keyphrases
- data sets
- data processing
- data analysis
- machine learning
- raw data
- database
- data collection
- experimental data
- data sources
- end users
- computer systems
- human errors
- complex data
- data acquisition
- synthetic data
- prior knowledge
- genetic algorithm
- knowledge discovery
- missing data
- background knowledge
- attribute values
- high dimensional
- data structure
- data quality
- training data