An algorithm for correcting mislabeled data.
Xinchuan ZengTony R. MartinezPublished in: Intell. Data Anal. (2001)
Keyphrases
- input data
- data sets
- learning algorithm
- detection algorithm
- optimal solution
- noisy data
- synthetic data
- data analysis
- matching algorithm
- missing data
- original data
- computational cost
- experimental evaluation
- training data
- information loss
- cost function
- dynamic programming
- data reduction
- objective function
- database
- times faster
- high quality
- optimization algorithm
- data collection
- computational complexity
- data mining techniques
- preprocessing
- convergence rate
- data sources
- data distribution
- np hard
- single scan
- dimensional data
- incomplete data
- spatial data
- clustering method
- segmentation algorithm
- worst case
- data points
- significant improvement
- active learning
- k means
- search space
- neural network