Automated Machine Learning in the smart construction era: Significance and accessibility for industrial classification and regression tasks.
Rui ZhaoZhongze YangDong LiangFan XuePublished in: CoRR (2023)
Keyphrases
- machine learning
- automated classification
- pattern recognition
- machine learning methods
- model selection
- machine learning algorithms
- text classification
- classification and regression problems
- decision trees
- supervised machine learning
- feature selection
- support vector machine
- mercer kernels
- supervised learning
- data mining
- learning algorithm
- feature vectors
- classification algorithm
- classification accuracy
- regression problems
- machine learning approaches
- automatic classification
- regression model
- transfer learning
- information extraction
- classification rules
- numeric values
- support vector
- classification models
- learning problems
- class labels
- pattern classification
- linear regression
- training set
- classification method
- industrial applications
- supervised classification
- support vector machine svm
- training samples
- active learning
- genetic programming
- feature set
- neural network