Non-Targeted HPLC-UV Fingerprinting as Chemical Descriptors for the Classification and Authentication of Nuts by Multivariate Chemometric Methods.
Guillem CampmajóGemma J. NavarroNerea NúñezLluís PuignouJavier SaurinaOscar NúñezPublished in: Sensors (2019)
Keyphrases
- machine learning methods
- classification method
- benchmark datasets
- classification systems
- machine learning algorithms
- accurate classification
- benchmark data sets
- significant improvement
- cross validation
- supervised learning
- feature selection
- image classification
- pattern recognition
- machine learning
- class labels
- classification accuracy
- active learning
- similarity measure
- roc curve
- feature extraction
- terms of classification accuracy