Rapid Selection of Machine Learning Models Using Greedy Cross Validation.
Daniel S. SoperPublished in: HICSS (2022)
Keyphrases
- cross validation
- machine learning models
- model selection
- spam filtering
- variable selection
- machine learning algorithms
- support vector
- training set
- machine learning approaches
- cross validated
- machine learning
- learning models
- error estimates
- predictive model
- semi supervised learning
- regression model
- neural network
- multi class
- ls svm
- prediction accuracy
- text classification
- decision trees
- information criterion
- feature selection
- nearest neighbor classifiers
- real world