Understanding classifier errors by examining influential neighbors.
Mayank KabraAlice RobieKristin BransonPublished in: CVPR (2015)
Keyphrases
- false negative
- training data
- linear classifiers
- classification scheme
- feature selection
- neural network
- support vector
- classification method
- support vector machine
- nearest neighbor
- classification algorithm
- classification process
- svm classifier
- classifier systems
- training set
- k nearest
- learning classifier systems
- bayesian classifier
- learning phase
- multiple classifier systems
- text classifiers
- nearest neighbour
- label noise
- error analysis
- training process
- prediction error
- class labels
- training samples
- knn
- data points
- feature space
- bayesian networks