Multi-Stage Feature Selection Based Intelligent Classifier for Classification of Incipient Stage Fire in Building.
Allan Melvin AndrewAmmar ZakariaShaharil Mad SaadAli Yeon Md ShakaffPublished in: Sensors (2016)
Keyphrases
- multistage
- feature selection
- single stage
- feature set
- support vector
- classification accuracy
- classification models
- feature space
- support vector machine
- classification scheme
- classification process
- classification method
- feature subset
- text classification
- feature extraction
- classification rate
- fold cross validation
- feature reduction
- classification performances
- feature ranking
- feature selection algorithms
- decision trees
- classification algorithm
- higher classification accuracy
- accurate classification
- production system
- bayesian classifier
- svm classifier
- class labels
- small sample
- discriminative features
- feature weighting
- binary classifiers
- text categorization
- stochastic programming
- irrelevant features
- bayes classifier
- dynamic programming
- model selection
- training samples
- multi class
- training set
- lot sizing
- machine learning
- stochastic optimization
- feature vectors
- individual classifiers
- multi category
- automatic relevance determination
- feature selection and classifier
- nearest neighbor classifier
- knn
- text classifiers
- sufficient conditions
- extracted features
- classifier combination
- support vector machine svm