Maximum Likelihood Logistic Regression Using Metaheuristics.
Leif E. PetersonPublished in: ICMLA (2009)
Keyphrases
- logistic regression
- maximum likelihood
- decision trees
- metaheuristic
- em algorithm
- linear support vector machines
- predictive power
- tabu search
- support vector
- naive bayes
- logistic regression models
- optimization problems
- loss function
- random forests
- simulated annealing
- gaussian distribution
- credit scoring
- maximum a posteriori
- expectation maximization
- breast cancer
- generalized linear models
- hyperparameters
- chi square
- odds ratio
- generative model
- text classification
- markov random field
- data points
- training data
- similarity measure
- classification and regression trees
- feature selection
- information retrieval