Towards improving machine learning algorithms accuracy by benefiting from similarities between cases.
Samih Mohemmed MostafaPublished in: J. Intell. Fuzzy Syst. (2021)
Keyphrases
- machine learning algorithms
- predictive accuracy
- benchmark data sets
- decision trees
- machine learning
- learning algorithm
- machine learning methods
- learning problems
- decision tree learners
- random forests
- machine learning approaches
- machine learning systems
- prediction accuracy
- machine learning models
- learning models
- input features
- similarity measure
- error rate
- multi class
- learning tasks
- information gain
- statistical machine learning
- correlation coefficient
- feature vectors
- data sets
- general purpose