Rank-based univariate feature selection methods on machine learning classifiers for code smell detection.
Shivani JainAnju SahaPublished in: Evol. Intell. (2022)
Keyphrases
- machine learning
- decision trees
- machine learning algorithms
- machine learning methods
- supervised classification
- machine learning approaches
- object detection
- training data
- automatic detection
- feature selection
- training set
- supervised learning
- test set
- detection method
- computer science
- false positives
- detection algorithm
- false alarms
- learning tasks
- detection rate
- learning classifier systems
- boosted classifiers
- linear classifiers
- classification systems
- training samples
- anomaly detection
- semi supervised learning
- pattern recognition
- support vector
- classification algorithm
- svm classifier
- data mining
- inductive logic programming
- inductive learning
- model selection
- text mining
- multivariate time series
- computer vision