An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction.
Stefan LarsonAnish MahendranJoseph J. PeperChristopher ClarkeAndrew LeeParker HillJonathan K. KummerfeldKevin LeachMichael A. LaurenzanoLingjia TangJason MarsPublished in: EMNLP/IJCNLP (1) (2019)
Keyphrases
- classification accuracy
- benchmark datasets
- pattern classification
- machine learning
- feature selection
- feature set
- nearest neighbour algorithm
- protein classification
- classification process
- automatic classification
- class labels
- prediction accuracy
- text classification
- data sets
- feature extraction
- support vector
- object classification
- classification scheme
- classification algorithm
- decision rules
- classification method
- training set
- prediction model
- support vector machine
- feature space
- classification systems
- feature vectors
- fold cross validation
- prediction algorithm
- uci datasets
- training samples
- neural networks and support vector machines
- category labels
- predictive modeling
- prediction error
- classification models
- image set
- classification rules