Supervised or unsupervised learning? Investigating the role of pattern recognition assumptions in the success of binary predictive prescriptions.
Ruholla Jafari-MarandiPublished in: Neurocomputing (2021)
Keyphrases
- unsupervised learning
- pattern recognition
- dimensionality reduction
- supervised learning
- machine learning
- semi supervised
- semi supervised learning
- supervised and unsupervised learning
- signal processing
- neural network
- supervised classification
- model selection
- deep learning
- expectation maximization
- cluster analysis
- pattern analysis
- image analysis
- object recognition
- feature extraction
- image processing
- database
- supervised feature selection
- hamming distance
- simplifying assumptions
- user satisfaction
- text classification
- similarity measure
- decision trees
- learning algorithm
- genetic algorithm
- data sets