Detecting Uninformative Research Job Titles via Classifier Failures - Zero Shot Approach.
Martin VítaPublished in: FedCSIS (Position Papers) (2022)
Keyphrases
- training data
- learning algorithm
- feature space
- support vector machine
- linear classifiers
- automatic detection
- support vector
- classification process
- learning classifier systems
- training examples
- class labels
- classification algorithm
- failure rate
- learning phase
- object categories
- classification method
- feature set
- training set
- decision trees
- feature selection
- data sets
- svm classifier
- labeled data
- classification models
- processing times
- extracted features
- classification scheme
- nearest neighbor
- classification accuracy
- nearest neighbor classifier
- classifier combination
- individual classifiers