Machine Learning Requires Probability and Statistics [Perspectives].
Ulisses M. Braga-NetoEdward R. DoughertyPublished in: IEEE Signal Process. Mag. (2020)
Keyphrases
- machine learning
- statistical methods
- decision trees
- machine learning methods
- data mining
- machine learning approaches
- knowledge representation
- text classification
- pattern recognition
- information extraction
- learning problems
- explanation based learning
- computer science
- machine learning algorithms
- learning tasks
- active learning
- knowledge acquisition
- prior probabilities
- conditional probabilities
- inductive logic programming
- statistical learning
- confidence intervals
- machine learning and data mining
- unsupervised learning
- semi supervised
- knowledge discovery
- expert systems
- data analysis
- learning environment
- training data
- case study
- website
- computer vision