Sub-Setting Algorithm for Training Data Selection in Pattern Recognition.
AGaurav ArwadeSigurdur OlafssonPublished in: CoRR (2021)
Keyphrases
- pattern recognition
- learning algorithm
- dynamic programming
- selection algorithm
- times faster
- experimental evaluation
- computational cost
- detection algorithm
- preprocessing
- search space
- high accuracy
- support vector machine svm
- np hard
- cost function
- computational complexity
- segmentation algorithm
- optimal solution
- objective function
- test data
- noisy data
- theoretical analysis
- selection strategy
- search algorithm
- training data
- similarity measure
- face recognition
- decision trees
- dimensionality reduction
- input data
- expectation maximization
- supervised learning
- support vector machine
- optimization algorithm
- data structure
- clustering method
- classification algorithm
- image processing