Limited Generalization Capabilities of Autoencoders with Logistic Regression on Training Sets of Small Sizes.
Alexey PotapovVita BatishchevaMaxim PetersonPublished in: AIAI (2014)
Keyphrases
- logistic regression
- generalization capabilities
- training set
- decision trees
- predictive power
- radial basis function
- support vector
- credit scoring
- naive bayes
- logistic regression models
- breast cancer
- loss function
- chi square
- linear support vector machines
- classification accuracy
- active learning
- odds ratio
- fold cross validation
- classification and regression trees
- chi square test
- predictor variables
- information retrieval
- svm classifier
- training examples
- text categorization
- linear combination
- supervised learning
- data points
- logistic model
- neural network