Investment estimation of prefabricated concrete buildings based on XGBoost machine learning algorithm.
Hongyan YanZheng HeCe GaoMingjing XieHaoyu ShengHuihua ChenPublished in: Adv. Eng. Informatics (2022)
Keyphrases
- learning algorithm
- machine learning
- machine learning algorithms
- urban environments
- robust estimation
- active learning
- data sets
- accurate estimation
- back propagation
- parameter estimation
- learning process
- decision making
- real time
- training samples
- training examples
- supervised learning
- least squares
- generalization ability
- estimation algorithm
- rbf network
- maximum likelihood estimation
- learning scheme
- multi task learning
- estimation accuracy
- return on investment
- cost benefit