Model Class Selection and Construction: Beyond the Procrustean Approach to Machine Learning Applications.
Maarten van SomerenPublished in: Machine Learning and Its Applications (2001)
Keyphrases
- machine learning
- prior knowledge
- high level
- mathematical model
- computational model
- access control
- theoretical framework
- experimental data
- formal model
- image segmentation
- decision making
- feature selection
- prediction model
- selection algorithm
- learning models
- linear model
- least squares
- theoretical analysis
- text classification
- data sets
- probability distribution
- bayesian networks
- similarity measure
- learning algorithm
- data mining
- neural network