Ensemble Maximum Entropy Classification and Linear Regression for Author Age Prediction.
Joey HongChris A. MattmannPaul M. RamirezPublished in: IRI (2017)
Keyphrases
- maximum entropy
- linear regression
- regression problems
- linear regression model
- class conditional
- least squares
- maximum entropy principle
- kernel density estimators
- predictor variables
- regression method
- ridge regression
- feature selection
- transformation based learning
- prediction accuracy
- class labels
- regression methods
- classification accuracy
- support vector
- decision trees
- pattern classification
- kernel logistic regression
- training set
- minimum cross entropy
- ensemble methods
- support vector machine svm
- text categorization
- k nearest neighbour
- input space
- nonlinear regression
- conditional random fields
- logistic regression
- feature space
- principle of maximum entropy
- training data