Effects of dataset size and interactions on the prediction performance of logistic regression and deep learning models.
Alexandre BaillyCorentin BlancÉlie FrancisThierry GuillotinFadi JamalBéchara WakimPascal RoyPublished in: Comput. Methods Programs Biomed. (2022)
Keyphrases
- logistic regression
- learning models
- loss function
- fold cross validation
- belief nets
- decision trees
- machine learning
- support vector
- pairwise
- machine learning algorithms
- learning algorithm
- learning tasks
- linear support vector machines
- logistic regression models
- conditional random fields
- learning problems
- classification models
- prediction model
- naive bayes
- prognostic models
- feature set
- feature selection
- data mining
- predictive model
- training data
- data sets