Impact of Vector Embeddings on the Performance of Tolerance Near Sets-based Sentiment Classifier for Text Classification.
Tejaswi HegdeKalyane Satyam SanjaySwetha Mary ThomasRanjana KambhammettuM. Anand KumarSheela RamannaPublished in: KES (2023)
Keyphrases
- text classification
- sentiment analysis
- sentiment classification
- text classifiers
- vector space
- training documents
- feature selection
- classification method
- labeled training data
- text categorization
- feature reduction
- labeled documents
- naive bayes classifier
- opinion mining
- hierarchical classification
- bag of words
- multi label classification
- labeled data
- text documents
- naive bayes
- text mining
- training data
- data cleaning
- multi label
- n gram
- text data
- feature vectors
- feature set
- svm classifier
- machine learning
- class labels
- knn
- support vector
- learning algorithm
- decision trees
- unlabeled data
- image classification
- accurate classifiers
- feature extraction
- classification algorithm
- rough sets
- support vector machine
- dimensionality reduction
- classifier training
- input vectors
- distance measure
- convex sets
- k nearest neighbor
- training examples
- positive and negative
- transfer learning