Logistic Regression via Excel Spreadsheets: Mechanics, Model Selection, and Relative Predictor Importance.
Michael J. BruscoPublished in: INFORMS Trans. Educ. (2022)
Keyphrases
- model selection
- logistic regression
- predictor variables
- cross validation
- sample size
- hyperparameters
- parameter estimation
- regression model
- logistic regression models
- naive bayes
- decision trees
- mixture model
- feature selection
- support vector
- loss function
- machine learning
- gaussian process
- model selection criteria
- variable selection
- multivariate regression
- unsupervised learning
- information criterion
- selection criterion
- generalization error
- active learning
- fold cross validation
- bayesian methods
- marginal likelihood
- pairwise
- generalization ability
- classification accuracy