Improved Logistic Regression Approach in Feature Selection for EHR.
Shreyal GajareShilpa SonawaniPublished in: ISDA (1) (2018)
Keyphrases
- logistic regression
- feature selection
- support vector
- naive bayes
- fold cross validation
- decision trees
- predictive power
- credit scoring
- text categorization
- linear svm
- loss function
- classification accuracy
- chi square
- logistic regression models
- linear support vector machines
- mutual information
- information gain
- feature ranking
- odds ratio
- feature space
- text classification
- feature set
- logistic model
- breast cancer
- knowledge discovery
- electronic health records
- classification and regression trees
- support vector machine
- class membership probabilities
- feature extraction
- data analysis
- unsupervised learning