Pourquoi dois-je croire ta prédiction ? Comment expliquer les résultats d'une classification automatique de sentiments à partir de textes.
Waleed RaghebJérôme AzéSandra BringayMaximilien ServajeanPublished in: IC (2019)
Keyphrases
- classification accuracy
- pattern recognition
- machine learning
- classification process
- text classification
- news articles
- object classification
- classification scheme
- automatic classification
- machine learning methods
- support vector
- decision trees
- feature extraction
- social media
- pattern classification
- polarity classification
- information retrieval
- classification models
- support vector machine
- preprocessing
- benchmark datasets
- svm classifier
- classification method
- training samples
- sentiment analysis
- learning algorithm
- neural network
- benchmark data sets
- recognition rate
- rough sets
- principal component analysis
- supervised classification
- feature selection