Semantic Classification of Tabular Datasets via Character-Level Convolutional Neural Networks.
Paul AzunreCraig CorcoranNuma DhamaniJeffrey L. GleasonGarrett HonkeDavid SullivanRebecca RuppelSandeep VermaJonathon MorganPublished in: CoRR (2019)
Keyphrases
- convolutional neural networks
- uci repository
- benchmark datasets
- classification accuracy
- semantic level
- uci machine learning repository
- pattern recognition
- text classification
- image classification
- classification scheme
- pattern classification
- classification models
- machine learning algorithms
- automatic classification
- higher level
- accurate classifiers
- preprocessing
- decision trees
- machine learning
- natural language
- neural network
- benchmark data sets
- associative classifiers
- convolutional network
- classification method
- classification algorithm
- decision rules
- class labels
- semantic web
- image registration
- support vector machine
- active learning
- training set
- feature space
- support vector
- training data
- high level