Imbalance Effects on Classification Using Binary Logistic Regression.
Hezlin Aryani Abd RahmanBee Wah YapPublished in: SCDS (2016)
Keyphrases
- logistic regression
- decision trees
- support vector
- logistic regression models
- fold cross validation
- linear support vector machines
- naive bayes
- credit scoring
- classification accuracy
- classification and regression trees
- linear svm
- chi square
- class membership probabilities
- classification trees
- random forests
- loss function
- support vector machine
- belief nets
- odds ratio
- breast cancer
- bayesian classifier
- class imbalance
- multilabel classification
- logistic model
- naive bayes models
- binary classifiers
- support vector machine svm
- text classification
- supervised learning
- feature space
- training data
- feature selection
- neural network
- cross validation
- information retrieval