A heuristic in A* for inference in nonlinear Probabilistic Classifier Chains.
Deiner MenaJosé Ramón QuevedoElena MontañésJuan José del CozPublished in: Knowl. Based Syst. (2017)
Keyphrases
- bayesian networks
- inference process
- probabilistic reasoning
- belief networks
- probabilistic networks
- training data
- logical inference
- training set
- linear classifiers
- probabilistic model
- classification scheme
- generative model
- bayesian reasoning
- decision trees
- feature selection
- classification algorithm
- classification method
- probabilistic inference
- factor graphs
- generalized discriminant analysis
- learning algorithm
- tabu search
- support vector
- training examples
- search algorithm
- feature space
- classification process
- certainty factor
- optimal solution
- dynamic programming
- feature set
- learning classifier systems
- training samples
- machine learning
- independence assumption
- bayesian inference
- bayes rule
- class labels
- conditional probabilities
- svm classifier