Ensemble Maximum Entropy Classification and Linear Regression for Author Age Prediction.
Joey HongChris MattmannPaul M. RamirezPublished in: CoRR (2016)
Keyphrases
- maximum entropy
- linear regression
- regression problems
- class conditional
- linear regression model
- least squares
- maximum entropy principle
- regression methods
- kernel density estimators
- classification accuracy
- conditional random fields
- predictor variables
- ridge regression
- training set
- kernel logistic regression
- transformation based learning
- regression method
- prediction accuracy
- support vector
- machine learning
- cross validation
- naive bayes classifier
- potential functions
- support vector machine
- pairwise
- decision trees
- principle of maximum entropy
- minimum cross entropy
- random forests
- nonlinear regression
- class probabilities
- support vector machine svm
- probabilistic model
- feature vectors
- feature selection
- learning algorithm