Good Classification Measures and How to Find Them.
Martijn GösgensAnton ZhiyanovAlexey TikhonovLiudmila ProkhorenkovaPublished in: CoRR (2022)
Keyphrases
- pattern recognition
- automatic classification
- supervised learning
- decision trees
- classification accuracy
- machine learning
- object classification
- feature extraction
- unsupervised learning
- image classification
- benchmark datasets
- learning vector quantization
- classification process
- classification scheme
- case study
- confusion matrices
- training samples
- pattern classification
- benchmark data sets
- supervised classification
- evaluation measures
- automated classification
- information retrieval
- feature selection
- classification systems
- support vector
- object recognition
- document classification
- feature vectors
- classification models
- cost sensitive
- classification rules
- classification method
- data sets
- labeled data