Failure mode classification and bearing capacity prediction for reinforced concrete columns based on ensemble machine learning algorithm.
De-Cheng FengZhen-Tao LiuXiao-Dan WangZhong-Ming JiangShi-Xue LiangPublished in: Adv. Eng. Informatics (2020)
Keyphrases
- learning algorithm
- reinforced concrete
- nearest neighbour algorithm
- classification algorithm
- machine learning algorithms
- machine learning
- ensemble classifier
- training data
- failure modes
- training set
- classification accuracy
- training samples
- final classification
- decision trees
- generalization ability
- feature space
- neural network
- feature selection
- neural network ensemble
- prediction accuracy
- feature extraction
- support vector machine svm
- support vector machine
- model selection
- classification models
- class labels
- naive bayes
- support vector