Dynamic Resampling Method for Classification of Sensitive Problems and Uneven Datasets.
Marco VannucciValentina CollaMarco VannocciLeonardo Maria ReyneriPublished in: IPMU (2) (2012)
Keyphrases
- classification method
- preprocessing
- classification accuracy
- classification algorithm
- support vector machine
- accuracy rate
- feature selection
- experimental results on real world
- benchmark data sets
- machine learning methods
- cross validation
- support vector machine svm
- training samples
- feature set
- machine learning
- high accuracy
- cost function
- optimization problems
- pattern recognition problems
- regression problems
- classification process
- classification rate
- image segmentation
- probabilistic model
- segmentation method
- benchmark datasets
- model selection
- pattern recognition
- objective function
- combinatorial optimization
- detection method
- clustering method
- dimensionality reduction
- decision trees
- unsupervised learning
- dimensionality reduction methods
- text classification
- binary and multi class