Improving accuracy of code smells detection using machine learning with data balancing techniques.
Nasraldeen Alnor Adam KhleelKároly NehézPublished in: J. Supercomput. (2024)
Keyphrases
- machine learning
- data sets
- image data
- data structure
- data analysis
- high quality
- data processing
- detection accuracy
- original data
- experimental data
- synthetic data
- knowledge discovery
- neural network
- decision trees
- data sources
- data model
- high accuracy
- input data
- computer systems
- statistical methods
- databases
- data reduction
- false alarms
- detection rate
- learning tasks
- missing values
- data distribution
- computer vision
- sensor data
- false positives
- missing data
- face detection
- high dimensional data
- detection algorithm
- anomaly detection
- database systems
- small number
- training data
- end users