Ensemble Learning with Pre-Trained Transformers for Crash Severity Classification: A Deep NLP Approach.
Shadi JaradatRichi NayakAlexander PazMohammed ElhenawyPublished in: Algorithms (2024)
Keyphrases
- ensemble learning
- generalization ability
- pre trained
- ensemble classifier
- ensemble methods
- weak learners
- classification accuracy
- support vector machine svm
- support vector machine
- support vector
- machine learning
- image classification
- classification algorithm
- pattern recognition
- decision trees
- feature space
- natural language processing
- supervised learning
- text classification
- feature extraction
- machine learning methods
- bp neural network
- learning algorithm
- feature selection
- training data
- base classifiers
- change detection
- svm classifier
- back propagation
- artificial neural networks
- information extraction