Automatic Classifiers as Scientific Instruments: One Step Further Away from Ground-Truth.
Jacob WhitehillPublished in: CoRR (2018)
Keyphrases
- class labels
- ground truth
- training data
- classification algorithm
- training set
- feature set
- semi automatic
- ground truth data
- post processing
- high quality
- fully automatic
- scientific data
- gold standard
- artificial intelligence
- data sets
- test images
- quantitative evaluation
- feature selection
- machine learning methods
- preprocessing step