A Survey of Methods for Managing the Classification and Solution of Data Imbalance Problem.
Khan Md. HasibMd. Sadiq IqbalFaisal Muhammad ShahJubayer Al MahmudMahmudul Hasan PopelMd. Imran Hossain ShowrovShakil AhmedObaidur RahmanPublished in: CoRR (2020)
Keyphrases
- statistical methods
- classification method
- data sets
- data analysis
- original data
- data mining techniques
- high dimensional data
- machine learning
- data reduction
- missing values
- machine learning methods
- data collection
- benchmark datasets
- classification models
- machine learning algorithms
- image classification
- data sources
- preprocessing
- large scale data sets
- support vector machine svm
- bayesian methods
- feature selection
- decision trees
- data mining methods
- data quality
- supervised learning
- cross validation
- class labels
- training data
- pattern recognition
- benchmark data sets
- classification systems
- database
- sampling methods
- dimensionality reduction methods
- dimensionality reduction