Finite population Bayesian bootstrapping in high-dimensional classification via logistic regression.
Shaho ZareiAdel MohammadpourSaeid RezakhahPublished in: Intell. Data Anal. (2018)
Keyphrases
- logistic regression
- decision trees
- support vector
- logistic regression models
- high dimensional
- belief nets
- generalized linear models
- tree augmented naive bayes
- fold cross validation
- linear support vector machines
- naive bayes
- classification accuracy
- credit scoring
- classification trees
- linear svm
- high dimensionality
- classification and regression trees
- class membership probabilities
- dimension reduction
- feature vectors
- text classification
- loss function
- bayesian classifiers
- dimensionality reduction
- breast cancer
- bayesian networks
- support vector machine svm
- machine learning
- bayesian methods
- conditional likelihood
- feature selection
- class labels
- training set
- logistic model
- predictor variables
- nearest neighbor
- unsupervised learning
- text categorization
- bayesian network classifiers
- naive bayes classifier
- variable selection