An improved method to construct basic probability assignment based on the confusion matrix for classification problem.
Xinyang DengQi LiuYong DengSankaran MahadevanPublished in: Inf. Sci. (2016)
Keyphrases
- confusion matrix
- classification accuracy
- classification method
- classification algorithm
- high accuracy
- preprocessing
- cost function
- decision rules
- detection method
- support vector machine svm
- accuracy rate
- classification process
- machine learning methods
- classification procedure
- cross validation
- segmentation method
- feature set
- support vector machine
- computational cost
- dynamic programming
- machine learning
- multi class
- probabilistic model
- significant improvement
- objective function
- decision trees