Fast Robust Logistic Regression for Large Sparse Datasets with Binary Outputs.
Paul KomarekAndrew W. MoorePublished in: AISTATS (2003)
Keyphrases
- logistic regression
- generalized linear models
- linear svm
- decision trees
- credit scoring
- support vector
- predictive power
- logistic regression models
- naive bayes
- linear support vector machines
- odds ratio
- loss function
- breast cancer
- random forests
- chi square
- decision tree algorithms
- high dimensional
- fold cross validation
- machine learning
- belief nets
- neural network
- classification trees
- receiver operating characteristic
- supervised learning
- least squares
- logistic model
- training data
- data sets