Automatic Classifiers as Scientific Instruments: One Step Further Away from Ground-Truth.
Jacob WhitehillAnand RamakrishnanPublished in: ICML (2019)
Keyphrases
- ground truth
- decision trees
- training data
- high quality
- fully automatic
- naive bayes
- machine learning algorithms
- feature selection
- ground truth data
- supervised classification
- scientific data
- preprocessing step
- svm classifier
- artificial intelligence
- classification models
- quantitative evaluation
- active learning
- linear classifiers
- classification systems
- feature selection and classifier