Incremental SMOTE with Control Coefficient for Classifiers in Data Starved Medical Applications.
Wan D. BaeShayma AlkobaisiSiddheshwari BankarSartaj BhuvajiJay SinghviMadhuroopa IrukullaWilliam McDonnellPublished in: DaWaK (2024)
Keyphrases
- data sets
- database
- raw data
- data collection
- data processing
- training data
- data acquisition
- classification algorithm
- incremental learning
- data points
- medical data
- training set
- feature extraction
- decision trees
- data reduction
- distributed data
- machine learning methods
- data samples
- data distribution
- input data
- multi class
- high dimensional
- data analysis
- support vector
- data mining