Imprecise Classification with Non-parametric Predictive Inference.
Serafín MoralCarlos Javier MantasJavier G. CastellanoJoaquín AbellánPublished in: IPMU (2) (2020)
Keyphrases
- classification accuracy
- automatic classification
- decision trees
- classification method
- machine learning
- pattern classification
- classification process
- support vector
- bayesian networks
- pattern recognition
- training set
- feature vectors
- support vector machine
- support vector machine svm
- object classification
- classification models
- classification algorithm
- classification rate
- preprocessing
- gaussian processes
- classification scheme
- parametric models
- predictive modeling
- collective classification
- neural network
- bayesian inference
- bayesian hierarchical model
- probabilistic inference
- classification rules
- machine learning methods
- training samples
- model selection
- image classification
- feature set
- supervised learning
- probabilistic model
- feature space
- feature extraction
- learning algorithm