Complexity Control in Rule Based Models for Classification in Machine Learning Context.
Han LiuAlexander E. GegovMihaela CoceaPublished in: UKCI (2016)
Keyphrases
- machine learning
- machine learning methods
- machine learning approaches
- classification models
- machine learning algorithms
- decision trees
- pattern recognition
- model selection
- text classification
- supervised machine learning
- feature selection
- machine learning models
- probabilistic model
- data analysis
- data mining
- learning models
- classification method
- support vector machine
- supervised learning
- classification algorithm
- supervised classification
- contextual information
- control system
- context aware
- unsupervised learning
- bayesian methods
- support vector
- predictive modeling
- neural network
- spam filtering
- classification scheme
- expert systems
- data sets
- learning algorithm
- statistical methods
- decision problems
- artificial intelligence
- statistical models
- complex systems
- computer vision
- support vector machine svm
- feature extraction
- knowledge acquisition
- data driven
- text mining
- classification accuracy