Determining Standard Occupational Classification Codes from Job Descriptions in Immigration Petitions.
Sourav MukherjeeDavid WidmarkVince DiMascioTim OatesPublished in: CoRR (2021)
Keyphrases
- pattern recognition
- pattern classification
- decision trees
- classification accuracy
- feature vectors
- training set
- error correction
- training samples
- information technology
- classification method
- class labels
- classification scheme
- support vector machine
- image classification
- model selection
- benchmark datasets
- feature extraction
- machine learning
- classification algorithm
- object classification
- automatic classification
- classification models
- cost sensitive
- natural language descriptions
- classification rules
- machine learning methods
- cross validation
- support vector machine svm
- text classification
- preprocessing
- support vector