Cereal Grain Classification by Optimal Features and Intelligent Classifiers.
Ali DouikMehrez AbdellaouiPublished in: Int. J. Comput. Commun. Control (2010)
Keyphrases
- feature set
- feature subset
- classification models
- classification method
- svm classifier
- classification accuracy
- classification process
- extracted features
- class labels
- feature vectors
- support vector machine classifiers
- feature weights
- feature selection algorithms
- decision tree classifiers
- decision trees
- input features
- feature extraction
- feature space
- feature values
- classification systems
- feature selection
- support vector
- support vector machine
- feature reduction
- sequential forward selection
- machine learning approaches
- classification algorithm
- multiple classifiers
- final classification
- bayes classifier
- discriminative classifiers
- training data
- bayesian classifier
- classification schemes
- classification rate
- machine learning
- training set
- machine learning algorithms
- individual features
- naive bayes
- weak classifiers
- supervised classification
- lexical features
- supervised learning algorithms
- single feature
- accurate classification
- image classification
- training samples
- majority voting
- ensemble classifier
- naive bayes classifier
- classification performances
- benchmark datasets
- classification decisions
- highly discriminative
- support vector machine classifier
- highest accuracy
- train a support vector machine
- probabilistic classifiers
- multiple features
- feature ranking
- binary classifiers
- machine learning methods
- training examples
- multi class
- learning algorithm
- accurate classifiers
- k nearest neighbour
- multiclass classification
- roc curve
- support vector machine svm