The Feature selection and Comparison performance of Student's academic between Random Forest, Naïve bayes and XGboost.
Preut ThanaratWaranyoo KiatjindaratChatklaw JareanponPublished in: TALE (2023)
Keyphrases
- random forest
- bayes classifiers
- bayes classifier
- decision trees
- feature selection
- feature set
- selected features
- multi class
- tree augmented
- fold cross validation
- random forests
- text categorization
- classification models
- bayesian classifiers
- text classification
- feature importance
- naive bayes
- cancer classification
- support vector machine
- feature ranking
- multi label
- bayesian network classifiers
- ensemble learning
- ensemble methods
- base classifiers
- bayesian classifier
- machine learning
- classification accuracy
- logistic regression
- unsupervised learning
- support vector
- feature space
- bayesian networks
- training data
- naive bayes classifier
- prediction accuracy
- ensemble classifier
- gene expression data
- feature extraction
- face recognition
- machine learning algorithms
- image processing