A Study on Sample Size Sensitivity of Factory Manufacturing Dataset for CNN-Based Defective Product Classification.
Dongbock KimSat Byul SeoNamHyun YooGisu ShinPublished in: Comput. (2022)
Keyphrases
- sample size
- model selection
- small sample
- small sample size
- small samples
- feature vectors
- support vector machine
- production line
- statistical tests
- manufacturing systems
- experimental design
- covariance matrix
- number of training samples
- pac learning
- production planning
- generalization error
- decision trees
- classification algorithm
- support vector machine svm
- text classification
- worst case
- upper bound
- feature extraction