Using Fuzzy Logic to Increase Accuracy in Mango Maturity Index Classification: Approach for Developing a Portable Near-Infrared Spectroscopy Device.
Ali KhumaidiYohanes Aris PurwantoHeru SukocoSony Hartono WijayaPublished in: Sensors (2022)
Keyphrases
- classification accuracy
- accuracy rate
- feature selection
- database
- support vector
- pattern recognition
- preprocessing
- classification rate
- generalization ability
- predictive accuracy
- high accuracy
- classification scheme
- feature extraction
- automatic classification
- correct classification
- feature vectors
- pattern classification
- classification rules
- fold cross validation
- classification algorithm
- quantitative analysis
- classification systems
- roc analysis
- class labels
- text classification
- support vector machine
- feature space
- machine learning
- individual classifiers
- multiple classifier systems
- confusion matrix
- random selection
- higher classification accuracy
- roc curve
- machine learning methods
- decision rules
- machine learning algorithms
- index structure
- naive bayes
- image classification
- feature set
- supervised learning
- data structure
- decision trees