How Knowledge-Driven Class Generalization Affects Classical Machine Learning Algorithms for Mono-label Supervised Classification.
Houcemeddine TurkiMohamed Ali Hadj TaiebMohamed Ben AouichaPublished in: ISDA (2021)
Keyphrases
- machine learning algorithms
- supervised classification
- knowledge driven
- machine learning
- benchmark data sets
- learning algorithm
- supervised learning
- predictive accuracy
- learning problems
- machine learning methods
- multiclass classification
- class labels
- unsupervised clustering
- decision trees
- unsupervised learning
- random forests
- learning models
- machine learning approaches
- machine learning models
- pattern recognition
- microarray
- transfer learning
- learning tasks
- data sets
- active learning
- reinforcement learning
- supervised classifiers
- statistical machine learning
- semi supervised learning
- text mining
- multi class
- computer vision
- neural network