The Effect of Dataset Size on Training Tweet Sentiment Classifiers.
Joseph D. PrusaTaghi M. KhoshgoftaarNaeem SeliyaPublished in: ICMLA (2015)
Keyphrases
- sentiment analysis
- text classification tasks
- sentiment classification
- training set
- text classification
- training examples
- test set
- training set size
- training data
- training samples
- feature set
- training dataset
- bag of words
- classifier training
- decision trees
- object detectors
- image classification
- discriminative classifiers
- social media
- opinion mining
- benchmark datasets
- labeled training data
- test data
- support vector
- text classifiers
- naive bayes
- sentence level
- learning algorithm
- multi layer perceptron
- machine learning
- training process
- classification algorithm
- training and test sets
- boosted classifiers
- supervised training
- trained classifiers
- polarity classification
- training stage
- fold cross validation
- positive and negative
- text mining
- multi class
- classification accuracy
- feature selection