Comparing Different Dictionary-Based Classifiers for the Classification of Volatile Compounds Measured with an E-nose.
Rita AlvesJoão RodriguesEfthymia RamouSusana I. C. J. PalmaAna C. A. RoqueHugo GamboaPublished in: BIOSTEC (Selected Papers) (2022)
Keyphrases
- decision trees
- classification algorithm
- support vector
- classification systems
- classification method
- class labels
- classification models
- machine learning methods
- training set
- improves the classification accuracy
- supervised classification
- classification rate
- classification accuracy
- classification process
- k nearest neighbour
- pattern recognition
- classifier combination
- accurate classification
- probabilistic classifiers
- feature selection
- multi category
- training data
- training samples
- svm classifier
- multiclass classification
- machine learning
- feature set
- rule based classifier
- correctly classified
- support vector machine
- higher classification accuracy
- discriminant functions
- accurate classifiers
- machine learning algorithms
- experimental data
- classification procedure
- final classification
- multiple classifier systems
- multiple classifiers
- optimum path forest
- feature vectors
- knn
- binary classifiers
- text classification
- individual classifiers
- support vector machine classifiers
- ensemble classifier
- classification decisions
- sufficient training data
- decision tree classifiers
- drug discovery
- fold cross validation
- bayesian classifier
- weak classifiers
- extracted features
- roc curve
- image classification
- supervised learning