Text-Based Gender Classification of Twitter Data using Naive Bayes and SVM Algorithm.
Angelic AngelesMaria Nikki QuintosManolito OctavianoRodolofo RagaPublished in: TENCON (2021)
Keyphrases
- naive bayes
- classification algorithm
- training data
- data sets
- gender classification
- learning algorithm
- detection algorithm
- noisy data
- support vector machine svm
- text categorization
- data analysis
- naive bayes classifier
- uci data sets
- feature selection
- prior knowledge
- support vector
- knowledge discovery
- recognition algorithm
- attribute dependencies
- conditional independence assumption
- multi class
- knn
- data points
- classification accuracy
- decision trees
- model selection
- em algorithm
- recognition rate
- least squares
- independence assumption
- bayesian classifiers
- bayesian networks
- image processing