The ROC-Boost Design Algorithm for Asymmetric Classification.
Guido CesareRoberto ManduchiPublished in: ICMLA (1) (2011)
Keyphrases
- detection algorithm
- preprocessing
- dynamic programming
- learning algorithm
- optimal solution
- significant improvement
- k means
- benchmark data sets
- high accuracy
- probabilistic model
- classification algorithm
- np hard
- cost function
- computational complexity
- pattern recognition
- recognition algorithm
- accuracy rate
- classification method
- segmentation algorithm
- training phase
- support vector machine svm
- image classification
- simulated annealing
- worst case
- experimental evaluation
- decision trees
- expectation maximization
- classification accuracy
- clustering method
- machine learning algorithms
- computational cost
- multi objective
- objective function
- hardware implementation
- roc curve
- classification scheme
- data sets