A Stochastic Approach to Classification Error Estimates in Convolutional Neural Networks.
Jan PeleskaFelix BrüningMario GleirscherWen-ling HuangPublished in: CoRR (2024)
Keyphrases
- convolutional neural networks
- error estimates
- cross validation
- classification accuracy
- classification method
- image classification
- decision trees
- pattern recognition
- machine learning
- automatic classification
- feature vectors
- feature selection
- feature space
- preprocessing
- classification systems
- text classification
- classification models
- training set
- training data
- pattern classification
- classification algorithm
- machine learning algorithms
- support vector
- feature set
- sample size
- class labels
- feature extraction
- coarse to fine
- support vector machine svm
- image sequences
- classification scheme
- data sets