No Training Required: Exploring Random Encoders for Sentence Classification.
John WietingDouwe KielaPublished in: CoRR (2019)
Keyphrases
- supervised learning
- training set
- classification accuracy
- training process
- classification systems
- pattern recognition
- feature extraction
- training phase
- feature selection
- training samples
- feature vectors
- decision trees
- decision rules
- unsupervised learning
- machine learning
- classification method
- support vector machine
- feature space
- pattern classification
- natural language
- classification scheme
- classification algorithm
- image classification
- svm classifier
- feature set
- tree kernels
- discriminative classifiers
- classification performances
- classification models
- machine learning methods
- class labels
- text classification
- motion estimation
- preprocessing
- support vector